The Community for Technology Leaders
Neural Networks, IEEE - INNS - ENNS International Joint Conference on (2009)
Atlanta, Ga, USA
June 14, 2009 to June 19, 2009
ISBN: 978-1-4244-3548-7
TABLE OF CONTENTS
Papers

Cover (PDF)

pp. c1-c3

Final Program (PDF)

pp. i

Sponsors (PDF)

pp. xvi

Exhibits (PDF)

pp. xviii-xx

Grids (PDF)

pp. xxx-xxxvi

Program (PDF)

pp. xxxvii-lxvii

Conference papers (PDF)

pp. lxviii-xcvii

Author index (PDF)

pp. xcviii-cix

Neuron mechanism of human languages (Abstract)

Alexander Borzenko , Proto-Mind Machines Inc., Canada
pp. 375-382

Neural fields for complex behavior generation on autonomous robots (Abstract)

Wolfgang Holoch , Faculty of Computer Science, Institute of Neural, Information Processing, University of Ulm, 89069 Germany
Mohamed Oubbati , Faculty of Computer Science, Institute of Neural, Information Processing, University of Ulm, 89069 Germany
Gunther Palm , Faculty of Computer Science, Institute of Neural, Information Processing, University of Ulm, 89069 Germany
pp. 2388-2393

Self-organized spiking neural network recognizing phase/frequency correlations (Abstract)

M. V. Kiselev , Megaputer Intelligence Inc., 120 West 7th Street, Suite 314, Bloomington, IN 47404 USA
pp. 1633-1639

A novel pruning algorithm for self-organizing neural network (Abstract)

Han Honggui , College of Electronic and Control Engineering, Beijing University of Technology, China
Qiao Junfei , College of Electronic and Control Engineering, Beijing University of Technology, China
pp. 1245-1250

DensityRank: A novel feature ranking method based on kernel estimation (Abstract)

Haibo He , Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, New Jersey 07030, USA
Xiaoping Shen , Department of Mathematics, Ohio University, Athens, 45701, USA
Yuan Cao , Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, New Jersey 07030, USA
pp. 446-453

Identification and control of time-varying plants using type-2 fuzzy neural system (Abstract)

Okyay Kaynak , Department of Electrical and Electronic Engineering, Bogazici University, Turkey
Rahib H. Abiyev , Department of Computer Engineering, Near East University, Lefkosa, North Cyprus
pp. 13-19

YinYang bipolar dynamic logic (BDL) and equilibrium-based computational neuroscience (Abstract)

Wen-Ran Zhang , Department of Computer Science, Georgia Southern University, Statesboro, 30460, USA
pp. 3534-3541

Neuro-dynamic programming with recurrent critic for automatic train regulation of metro line (Abstract)

Jih-Wen Sheu , Department of Electrical Engineering, National Taiwan University, Taiwan
Wei-Song Lin , Department of Electrical Engineering, National Taiwan University, Taiwan
pp. 1807-1813

Online actor critic algorithm to solve the continuous-time infinite horizon optimal control problem (Abstract)

Kyriakos G. Vamvoudakis , Automation and Robotics Research Institute, University of Texas at Arlington, 7300 Jack Newell Blvd. S., Fort Worth, 76118 USA
Frank L. Lewis , Automation and Robotics Research Institute, University of Texas at Arlington, 7300 Jack Newell Blvd. S., Fort Worth, 76118 USA
pp. 3180-3187

A model of an intraconnected neural parallel bidirectional memory (Abstract)

A. Aziz Bhatti , School of Science and Technology, University of Management&Technology, Lahore, Pakistan
pp. 316-323

Power System Stability enhancement by Single Network Adaptive Critic Stabilizers (Abstract)

Indraneel Sen , Department of Electrical Engineering, India
Gurunath Gurrala , Department of Electrical Engineering, India
Radhakant Padhi , Department of Aerospace Engineering, Indian Institute of Science, Bangalore, India-560012
pp. 1061-1066

A minimum interconnection direct storage model of a neural bidirectional memory (Abstract)

A. Aziz Bhatti , School of Science and Technology, University of Management&Technology, Lahore, Pakistan
pp. 308-315

Constructing prediction intervals for neural network metamodels of complex systems (Abstract)

Abbas Khosravi , Centre for Intelligent Systems Research (CISR), Deakin University, Geelong, Vic, 3117, Australia
Saeid Nahavandi , Centre for Intelligent Systems Research (CISR), Deakin University, Geelong, Vic, 3117, Australia
Doug Creighton , Centre for Intelligent Systems Research (CISR), Deakin University, Geelong, Vic, 3117, Australia
pp. 1576-1582

Developing optimal neural network metamodels based on prediction intervals (Abstract)

Abbas Khosravi , Centre for Intelligent Systems Research (CISR), Deakin University, Geelong, Vic, 3117, Australia
Doug Creighton , Centre for Intelligent Systems Research (CISR), Deakin University, Geelong, Vic, 3117, Australia
Saeid Nahavandi , Centre for Intelligent Systems Research (CISR), Deakin University, Geelong, Vic, 3117, Australia
pp. 1583-1589

A neurocomputational model of automaticity and maintenance of abstract rules (Abstract)

Sebastien Helie , Psychology Department, University of California, Santa Barbara, 93106-9660 USA
F. Gregory Ashby , Psychology Department, University of California, Santa Barbara, 93106-9660 USA
pp. 1192-1198

Computationally efficient FLANN-based intelligent stock price prediction system (Abstract)

Nguyen C. Thanh , School of Computer Engineering, Nanyang Technological University, Singapore
Jagdish C. Patra , School of Computer Engineering, Nanyang Technological University, Singapore
Pramod K. Meher , School of Computer Engineering, Nanyang Technological University, Singapore
pp. 2431-2438

Delayed neural networks with multistable almost periodic solutions (Abstract)

Wenlian Lu , School of Mathematical Sciences, Fudan University, Shanghai, 200433, China
Lili Wang , School of Mathematical Sciences, Fudan University, Shanghai, 200433, China
Tianping Chen , School of Mathematical Sciences, Fudan University, Shanghai, 200433, China
pp. 3244-3250

Slow Feature Discriminant Analysis and its application on handwritten digit recognition (Abstract)

Jiali Zhao , Department of Computer Engineering, The Beijing Jiaotong University, China
Siwei Luo , Department of Computer Engineering, The Beijing Jiaotong University, China
Mei Tian , Department of Computer Engineering, The Beijing Jiaotong University, China
Qi Zou , Department of Computer Engineering, The Beijing Jiaotong University, China
Yaping Huang , Department of Computer Engineering, The Beijing Jiaotong University, China
pp. 1294-1297

An oscillatory correlation model of object-based attention (Abstract)

De-Shuang Huang , Intelligent Computing Lab, Hefei Institute of Intelligent Machines, Chinese Academy of Sciences, P.O.Box 1130, Anhui 230031, China
Liang Zhao , Department of Computer Science, Institute of Mathematics and Computer Science (ICMC), University of São Paulo (USP), São Carlos, Brazil
Roseli A. F. Romero , Department of Computer Science, Institute of Mathematics and Computer Science (ICMC), University of São Paulo (USP), São Carlos, Brazil
Marcos G. Quiles , Department of Computer Science, Institute of Mathematics and Computer Science (ICMC), University of São Paulo (USP), São Carlos, Brazil
DeLiang Wang , Department of Computer Science&Engineering and Center for Cognitive Science, The Ohio State University, Columbus, 43210 USA
pp. 2596-2602

Learning averages over the lie group of symmetric positive-definite matrices (Abstract)

Toshihisa Tanaka , Department of Electrical and Electronic Engineering, Faculty of Engineering, Tokyo University of Agriculture and Technology (TUAT), 2-24-16, Nakacho, Koganei-shi, 184-8588, Japan
Simone Fiori , Dipartimento di Ingegneria Biomedica, Elettronica e Telecomunicazioni - Facoltà di Ingegneria, Università Politecnica delle Marche, Via Brecce Bianche, I-60131 Ancona, Italy
pp. 828-832

Fast principal component analysis for face detection using cross-correlation and image decomposition (Abstract)

Mohamed Hamada , Language Processing Lab., Department of Computer Software, University of Aizu, Wakamatsu, Japan
Hazem M. El-Bakry , Faculty of Computer Science&Information Systems, Mansoura University, EGYPT
pp. 751-756

A simple design and implementation of reconfigurable neural networks (Abstract)

Nikos Mastorakis , Department of Computer, Military Institutions of University Education (MIUE) -Hellenic Naval Academy, Greece
Hazem M. El-Bakry , Faculty of Computer Science&Information Systems, Mansoura University, EGYPT
pp. 744-750

A local approach of adaptive affinity propagation clustering for large scale data (Abstract)

Changyin Sun , School of Automation, Southeast University, and with College of Electrical Engineering, Hohai University, Nanjing, 210096, China
Chenghong Wang , Department of information Science, Natural Science foundation of China, beijing, 100085, China
Su Song , Department of information Science, Natural Science foundation of China, beijing, 100085, China
Yifan Wang , College of Electrical Engineering, Hohai University, Nanjing, 210098, China
pp. 2998-3002

A new supervised local modelling classifier based on information theory (Abstract)

David Martinez-Rego , Department of Computer Science, University of A Coruña, Spain
Iago Porto-Diaz , Department of Computer Science, University of A Coruña, Spain
Amparo Alonso-Betanzos , Department of Computer Science, University of A Coruña, Spain
Oscar Fontenla-Romero , Department of Computer Science, University of A Coruña, Spain
pp. 2014-2020

Using default ARTMAP for cancer classification with MicroRNA expression signatures (Abstract)

Jie Xu , Department of Industrial Engineering&Management Sciences, Northwestern University, Evanston, IL, 60208, USA
Donald C. Wunsch , Department of Electrical&Computer Engineering, Missouri University of Science&Technology, Rolla, 65409 USA
Rui Xu , Applied Computational Intelligence Laboratory, Department of Electrical&Computer Engineering, Missouri University of Science&Technology, Rolla, 65409 USA
pp. 3398-3404

Nonlinear controller optimization of a power system based on reduced multivariate polynomial model (Abstract)

Jung-Wook Park , School of Electrical and Electronic Engineering, Yonsei University, Seoul 120-749, Korea
Seung-Mook Baek , School of Electrical and Electronic Engineering, Yonsei University, Seoul 120-749, Korea
pp. 221-228

Automatic road extraction from satellite imagery using LEGION networks (Abstract)

DeLiang Wang , Department of Computer Science&Engineering and the Center for Cognitive Science, The Ohio State University, Columbus, 43210 USA
Lin Yan , Department of Computer Science&Engineering and the Center for Cognitive Science, The Ohio State University, Columbus, 43210 USA
Bo Wu , Mapping and GIS Laboratory, the Department of Civil and Environmental Engineering and Geodetic Science, The Ohio State University, Columbus, 43210 USA
Jiangye Yuan , Mapping and GIS Laboratory, the Department of Civil and Environmental Engineering and Geodetic Science, The Ohio State University, Columbus, 43210 USA
Rongxing Li , Mapping and GIS Laboratory, the Department of Civil and Environmental Engineering and Geodetic Science, The Ohio State University, Columbus, 43210 USA
pp. 3471-3476

Gene expression data classification based on non-negative matrix factorization (Abstract)

Ju Han , Department of Control Engineering, Academy of Armored Force Engineering, Beijing, 100072 China
Chun-Hou Zheng , College of Information and Communication Technology, Qufu Normal University, Rizhao, Shandong, 276826 China
Lei Zhang , Biometric Research Center, Dept. of Computing, The Hong Kong Polytechnic University, China
Ping Zhang , Institute of automation, Qufu Normal University, Rizhao, Shandong 276826 China
Xin-Xin Liu , College of Information and Communication Technology, Qufu Normal University, Rizhao, Shandong, 276826 China
pp. 3542-3547

Orienting learning by exploiting sociality: An evolutionary robotics simulation (Abstract)

A. Acerbi , Department of Psychology, University of Bologna, Viale Berti Pichat, 5 40127, Italy
D. Marocco , Department of Psychology, University of Bologna, Viale Berti Pichat, 5 40127, Italy
pp. 20-27

A constructive enhancement for Online Sequential Extreme Learning Machine (Abstract)

Guang-Bin Huang , School of Electrical and Electronic Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798
Yeng Chai Soh , School of Electrical and Electronic Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798
Yuan Lan , School of Electrical and Electronic Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798
pp. 1708-1713

Fast record detection in large databases using new high speed time delay neural networks (Abstract)

Hazem M. El-Bakry , Faculty of Computer Science&Information Systems, Mansoura University, EGYPT
pp. 757-763

Modeling melody recognition using a sequence recognition neural network with meta-level processes (Abstract)

Anthony S. Maida , Center for Advanced Computer Studies and the Institute of Cognitive Science, The University of Louisiana at Lafayette, LA, 70504 USA
Naresh N. Vempala , Institute of Cognitive Science, The University of Louisiana at Lafayette, LA, 70504 USA
pp. 3204-3211

Knowledge-internalization process for neural-networks practitioners (Abstract)

Hsiou-Wei Lin , Department of International Business, National Taiwan University, Taipei, Taiwan 10617
Rua-Huan Tsaih , Department of Management Information Systems, National Chengchi University, Taipei, Taiwan 11605
pp. 3148-3155

Percept-related cortical induced activity during bistable perception (Abstract)

Hualou Liang , School of Biomedical Engineering, Drexel University, 3141 Chestnut Street, Philadelphia, PA 19104, USA
Nikos K. Logothetis , Max Planck Institut für biologische Kybernetik, Spemannstrasse 38, 72076 Tübingen, Germany
Zhisong Wang , Microsoft Corporation, Redmond, WA, USA
pp. 3289-3296

Circuit implementation of SVM training (Abstract)

Rodolfo Zunino , University of Genoa, Italy, Department of Biophysical and Electronic Engineering, Via Opera Pia 11/A
Paolo Gastaldo , University of Genoa, Italy, Department of Biophysical and Electronic Engineering, Via Opera Pia 11/A
Mauro Parodi , University of Genoa, Italy, Department of Biophysical and Electronic Engineering, Via Opera Pia 11/A
Sergio Decherchi , University of Genoa, Italy, Department of Biophysical and Electronic Engineering, Via Opera Pia 11/A
pp. 646-651

Maximal-discrepancy bounds for regularized classifiers (Abstract)

Sergio Decherchi , University of Genoa, Department of Biophysical and Electronic Engineering, via Opera Pia 11/a, 16145 Genova, Italy
Paolo Gastaldo , University of Genoa, Department of Biophysical and Electronic Engineering, via Opera Pia 11/a, 16145 Genova, Italy
Judith Redi , University of Genoa, Department of Biophysical and Electronic Engineering, via Opera Pia 11/a, 16145 Genova, Italy
Rodolfo Zunino , University of Genoa, Department of Biophysical and Electronic Engineering, via Opera Pia 11/a, 16145 Genova, Italy
pp. 652-656

Neural networks cartridges for data mining on time series (Abstract)

Eduardo Ogasawara , Federal University of Rio de Janeiro, Brazil
Leonardo Murta , Fluminense Federal University, Niterói, Brazil
Geraldo Zimbrao , Federal University of Rio de Janeiro, Brazil
Marta Mattoso , Federal University of Rio de Janeiro, Brazil
pp. 2302-2309

A data mining approach to solve the goal scoring problem (Abstract)

Icamaan Viegas , Center of Informatics, Federal University of Pernambuco, Brazil
Paulo Adeodato , Center of Informatics, Federal University of Pernambuco, Brazil
Christian Diego , Center of Informatics, Federal University of Pernambuco, Brazil
Renato Oliveira , Center of Informatics, Federal University of Pernambuco, Brazil
Arthur Carvalho , Center of Informatics, Federal University of Pernambuco, Brazil
Tsang Ing-Ren , Center of Informatics, Federal University of Pernambuco, Brazil
pp. 2347-2352

Self organizing maps for class discovery in the quantitative colocalization analysis feature space (Abstract)

Pablo Rivas-Perea , Department of Electrical and Computer Engineering, The University of Texas, El Paso, USA
Wei Qian , Department of Electrical and Computer Engineering, The University of Texas, El Paso, USA
Jose Gerardo Rosiles , Department of Electrical and Computer Engineering, The University of Texas, El Paso, USA
pp. 2678-2684

A fast SVM training method for very large datasets (Abstract)

Boyang Li , Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushu-shi, Fukuoka-ken, Japan
Jinglu Hu , Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushu-shi, Fukuoka-ken, Japan
Qiangwei Wang , Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushu-shi, Fukuoka-ken, Japan
pp. 1784-1789

Learning, detecting, understanding, and predicting concept changes (Abstract)

Koichiro Yamauchi , Division of Synergetic Information Science, Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan
Kyosuke Nishida , Division of Synergetic Information Science, Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan
pp. 2280-2287

Temporal competitive learning induced in neural networks by spike timing-dependent plasticity (Abstract)

Wei Guo , Department of Computer Science and Engineering, Shanghai Jiao Tong University, China
Liqing Zhang , Department of Computer Science and Engineering, Shanghai Jiao Tong University, China
pp. 1041-1046

Evolving simple feed-forward and recurrent ANNs for signal classification: A comparison (Abstract)

Juan Rabunal , Department of Information Technologies and Communications, University of A Coruña, Campus Elviña, s/n, 15071 A, Spain
Daniel Rivero , Department of Information Technologies and Communications, University of A Coruña, Campus Elviña, s/n, 15071 A, Spain
Julian Dorado , Department of Information Technologies and Communications, University of A Coruña, Campus Elviña, s/n, 15071 A, Spain
Alejandro Pazos , Department of Information Technologies and Communications, University of A Coruña, Campus Elviña, s/n, 15071 A, Spain
pp. 2685-2692

A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset (Abstract)

V. Bolon-Canedo , Department of Computer Science, University of A Coruña, Spain
N. Sanchez-Marono , Department of Computer Science, University of A Coruña, Spain
A. Alonso-Betanzos , Department of Computer Science, University of A Coruña, Spain
pp. 359-366

Analysis of the Senegalo-Mauritanian upwelling by processing satellite remote sensing observations with topological maps. (Abstract)

C. Lathuiliere , SHOM, Brest, France
M. Crepon , IPSL/LOCEAN, Université. Paris 6, 75252 France
A. Niang , Ecole Supérieure Polytechnique, Université Cheikh Anta Diop de Dakar, BP 5085 Dakar Fann. Sénégal France
S. Thiria , IPSL/LOCEAN, Université. Paris 6, 75252 France
J. Brajard , IPSL/LOCEAN, Université. Paris 6, 75252 France
S. Sawadogo , Ecole Polytechnique de Thiès, Université de Thiès BP A10, Sénégal, France
pp. 2826-2832

Complex-valued function approximation using a Fully Complex-valued RBF (FC-RBF) learning algorithm (Abstract)

N. Sundararajan , School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore
S. Suresh , Korea University, Seoul, Republic of South Korea
R. Savitha , School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore
pp. 2819-2825

Rules for information maximization in spiking neurons using intrinsic plasticity (Abstract)

Prashant Joshi , Frankfurt Institute of Advanced Studies, J. W. Goethe University, Ruth-Moufang Str. 1, 60438, Germany
Jochen Triesch , Frankfurt Institute of Advanced Studies, J. W. Goethe University, Ruth-Moufang Str. 1, 60438, Germany
pp. 1456-1461

Evaluation and visual exploratory analysis of DCE-MRI Data of breast lesions based on morphological features and novel dimension reduction methods (Abstract)

Frank Steinbrucker , Department of Computer Science, University of Bonn, Germany
Thomas Schlossbauer , Department of Radiology, University of Munich, Germany
Sylvain Lespinats , CEA, LIST, Multisensor Intelligence and Machine Learning Laboratory. F91191 Gif-sir-Yvette, France
Anke Meyer-Baese , Department of Electrical and Computer Engineering, Florida State University, Tallahassee, 32310-6046, USA
pp. 1764-1770

A hybrid search algorithm in a multi-agent system environment for multicriteria optimization of products design (Abstract)

Pierre Couturier , Ales School of Mines, Nimes, 30035 France
Ouael Mouelhi , Ales School of Mines, Nimes, 30035 France
Tanneguy Redarce , INSA Lyon, UMR 5005, Villeurbanne, F-69621 France
pp. 2160-2167

Using input-space bisection and backpropagation as a method to emulate complex numerical simulations for design decision making (Abstract)

Cary D. Butler , Information Technology Laboratory, U.S. Army Engineer Research and Development Center, Vicksburg, MS 39180, USA
Mark A. Cowan , Information Technology Laboratory, U.S. Army Engineer Research and Development Center, Vicksburg, MS 39180, USA
pp. 604-611

Dynamics of a discrete-time bidirectional ring of neurons with delay (Abstract)

Eva Kaslik , Department of Mathematics and Computer Science of the West University of Timisoara, Romania
pp. 1539-1546

A Novel neuro-fuzzy assessment index for orthodontics (Abstract)

Michael Hairfield , Department of Orthodontics, University of Washington, Box 357446, Seattle, 98195-3446, USA
Anahita Zarei , School of Engineering and Computer Science, University of the Pacific, Stockton, CA, 95211, USA
Seyed S. Mirsaeidghazi , Department of Electrical Engineering, University of Texas, One UTSA Circle, San Antonio, 78249, USA
pp. 3493-3497

Simplified SOM-neural model for video segmentation of moving objects (Abstract)

Vega P. Javier , DSP&Vision Laboratory at Chihuahua Institute of Technology Mexico, USA
Gonzalez D. Sergio , DSP&Vision Laboratory at Chihuahua Institute of Technology Mexico, USA
Mario I. Chacon M. , DSP&Vision Laboratory at Chihuahua Institute of Technology Mexico, USA
pp. 474-480

Robustness of power laws in degree distributions for spiking neural networks (Abstract)

Filip Piekniewski , Faculty of Mathematics and Computer Science, Nicolaus Copernicus University, Torún, Poland
pp. 2541-2546

A likelihood-based decision feedback system for multi-aspect classification of underwater targets (Abstract)

Neil Wachowski , Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, 80523-1373, USA
Mahmood R. Azimi-Sadjadi , Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, 80523-1373, USA
pp. 3232-3239

Using an artificial neural network to predict necrotizing enterocolitis in premature infants (Abstract)

Jonas S. Almeida , University of Texas, MD Anderson Cancer Center, Houston, 77030 USA
Sarah N. Taylor , Medical University of South Carolina, Charleston, 29425 USA
Carol L. Wagner , Medical University of South Carolina, Charleston, 29425 USA
Martina Mueller , Medical University of South Carolina, Charleston, 29425 USA
pp. 2172-2175

A fast mean-field method for large-scale high-dimensional data and its application in colonic polyp detection at CT colonography (Abstract)

Changshui Zhang , State Key Laboratory of Intelligent Technologies and Systems, Tsinghua National Laboratory for Information Science and Technology(TNList), Department of Automation, Tsinghua Univer
Shijun Wang , Department of Radiology and Imaging Sciences, National Institutes of Health, Bethesda, MD 20892, USA
Ronald M. Summers , Department of Radiology and Imaging Sciences, National Institutes of Health, Bethesda, MD 20892, USA
pp. 3251-3258

Fast parzen window density estimator (Abstract)

Mark A. Fardal , Dept. of Astronomy, University of Massachusetts, USA
Somak Raychaudhury , School of Physics and Astronomy, University of Birmingham, UK
Arif Babul , Department of Physics and Astronomy, University of Victoria, Canada
Peter Tino , School of Computer Science, University of Birmingham, UK
Xiaoxia Wang , School of Computer Science, University of Birmingham, UK
pp. 3267-3274

Cognitive simulation of academic science (Abstract)

Ron Sun , Department of Cognitive Sciences, Rensselaer Polytechnic Institute, Troy, New York, USA
Isaac Naveh , Department of Cognitive Sciences, Rensselaer Polytechnic Institute, Troy, New York, USA
pp. 3011-3017

Functional Link Artificial Neural Network-based disease gene prediction (Abstract)

Jiabao Sun , School of Computer Engineering, Nanyang Technological University, Singapore
Yongjin Li , School of Computer Engineering, Nanyang Technological University, Singapore
Jagdish C. Patra , School of Computer Engineering, Nanyang Technological University, Singapore
pp. 3003-3010

Chaotic Complex-Valued Bidirectional Associative Memory (Abstract)

Yuichi Yano , Tokyo University of Technology, Hachioji, Japan
Yuko Osana , Tokyo University of Technology, Hachioji, Japan
pp. 3444-3449

Similarity-based image retrieval considering artifacts by self-organizing map with refractoriness (Abstract)

Daichi Hanagaki , Tokyo University of Technology, Hachioji, Japan
Yuko Osana , Tokyo University of Technology, Hachioji, Japan
pp. 1095-1100

Identification of artifacts in scenery images using color and line information by RBF network (Abstract)

Ryo Kosaka , Tokyo University of Technology, Hachioji, Japan
Yuko Osana , Tokyo University of Technology, Hachioji, Japan
pp. 1649-1654

Stability analysis of Takagi-Sugeno fuzzy Hopfield neural networks with discrete and distributed time varying delays (Abstract)

M. Syed Ali , Department of Mathematics, Gandhigram Rural University, Gandhigram - 624 302, Tamilnadu, India
P. Balasubramaniam , Department of Mathematics, Gandhigram Rural University, Gandhigram - 624 302, Tamilnadu, India
pp. 108-113

Local properties of RBF-SVM during training for incremental learning (Abstract)

Wael Emara , Department of Computer Engineering and Computer Science, University of Louisville, Kentucky, USA
Mehmed Kantardzic , Department of Computer Engineering and Computer Science, University of Louisville, Kentucky, USA
pp. 779-786

An intelligent multi-feature statistical approach for discrimination of driving conditions of hybrid electric vehicle (Abstract)

Xi Huang , Key Laboratory of Machine Perception and Intelligence (MOE), Peking University, and Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peki
Xingui He , Key Laboratory of Machine Perception and Intelligence (MOE), Peking University, and Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peki
Ying Tan , Key Laboratory of Machine Perception and Intelligence (MOE), Peking University, and Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peki
pp. 1286-1293

Cortical mechanisms of memory formation and readout (Abstract)

Walter J. Freeman , Department of Molecular&Cell Biology, Donner 101, University of California at Berkeley 94720-3206, USA
pp. 882-889

Supervised Self-taught Learning: Actively transferring knowledge from unlabeled data (Abstract)

Colin Campbell , Department of Engineering Mathematics, University of Bristol, BS8 1TR, United Kingdom
Kaizhu Huang , Department of Engineering Mathematics, University of Bristol, BS8 1TR, United Kingdom
Irwin King , Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
Michael R. Lyu , Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
Zenglin Xu , Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
pp. 1272-1277

Climatic variation of the structure of maximum daily temperatures in Spain: A combined statistical and computational intelligence approach. (Abstract)

Julio J. Valdes , National Research Council Canada, Institute for Information Technology, 1200 Montreal Rd. Bldg M50, Ottawa, ON K1A 0R6, Canada
Antonio Pou , Department of Ecology, Faculty of Sciences, Autonomous University of Madrid, 28049, Spain
pp. 3172-3179

SVM+ regression and multi-task learning (Abstract)

Feng Cai , Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis 55455, USA
Vladimir Cherkassky , Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis 55455, USA
pp. 418-424

Concentration based feature construction approach for spam detection (Abstract)

Ying Tan , Key Laboratory of Machine Perception and Intelligence (MOE), Peking University, and Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peki
Chao Deng , Key Laboratory of Machine Perception and Intelligence (MOE), Peking University, and Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peki
Guangchen Ruan , Key Laboratory of Machine Perception and Intelligence (MOE), Peking University, and Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peki
pp. 3088-3093

Neural sliding mode control with finite time convergence (Abstract)

Xiaoou Li , Departamento de Computaciàn, CINVESTAVIPN, México D.F., 07360, México
Wen Yu , Departamento de Control Automatico, CINVESTAVIPN, Av.IPN 2508, México D.F., 07360, México
pp. 3464-3470

Scalable statistical learning: A modular bayesian/markov network approach (Abstract)

Edmondo Trentin , Dipartimento di Ingegneria dell'Informazione, Università degli Studi di Siena (Via Roma 56, 53100, Italy)
Antonino Freno , Dipartimento di Ingegneria dell'Informazione, Università degli Studi di Siena (Via Roma 56, 53100, Italy)
Marco Gori , Dipartimento di Ingegneria dell'Informazione, Università degli Studi di Siena (Via Roma 56, 53100, Italy)
pp. 890-897

Genetic algorithm for reservoir computing optimization (Abstract)

Teresa B. Ludermir , Center of Informatics (CIn), Federal University of Pernambuco (UFPE), P.O. Box 7851, Cidade Universitária, Cep: 50.740-530 - Recife - PE - Brazil
Aida A. Ferreira , Federal Center of Technologic Education of Pernambuco, Av Professor Luis Freire, 500, Cidade Universitária, Cep:50.740-530 - Recife - PE - Brazil
pp. 811-815

Batch linear manifold topographic map with regional dimensionality estimation (Abstract)

Reza Safabakhsh , Computational Vision/Intelligence Laboratory, Department of Computer Engineering, Amirkabir University of Technology, Tehran, Iran
Peyman Adibi , Computational Vision/Intelligence Laboratory, Department of Computer Engineering, Amirkabir University of Technology, Tehran, Iran
pp. 63-70

Improving the separability of a reservoir facilitates learning transfer (Abstract)

David Norton , Computer Science Department, Brigham Young University, Provo, Utah, USA
Dan Ventura , Computer Science Department, Brigham Young University, Provo, Utah, USA
pp. 2288-2293

Adaptive modulation in an OFDM communications system with artificial neural networks (Abstract)

Santosh Nagaraj , Electrical and Computer Engineering, San Diego State University, USA
John Kassab , Electrical and Computer Engineering, San Diego State University, USA
pp. 1547-1551

Data Clustering Using a Modified Kuwahara Filter (Abstract)

Hasan Al-Marzouqi , Department of Electrical Engineering, The Petroleum Institute, Abu Dhabi, United Arab Emirates
pp. 128-132

A novel audio color watermarking scheme based on self-organizing map (Abstract)

Xiaohong Ma , School of Electronic and Information Engineering, Dalian University of Technology, 116023, China
Hualou Liang , School of Biomedical Engineering, Drexel University, 3141 Chestnut Street, Philadelphia, PA 19104, USA
Yan Qin , School of Electronic and Information Engineering, Dalian University of Technology, 116023, China
pp. 1945-1952

Inferring Protein Interactions from Sequence using Support Vector Machine (Abstract)

Min Wu , Chinese Academy of Sciences and the Hefei University of Technology, China
De-Shuang Huang , Intelligent Computing Lab, Hefei Institute of Intelligent Machines, Chinese Academy of Sciences, China
Ming-Guang Shi , Intelligent Computing Lab, Hefei Institute of Intelligent Machines, Chinese Academy of Sciences, 230031, China
Xue-Ling Li , Intelligent Computing Lab, Hefei Institute of Intelligent Machines, Chinese Academy of Sciences, China
pp. 2903-2907

A Computational study of pre-synaptic re-uptake of dopamine on phosphorylation of DARPP-32 (Abstract)

Raju S. Bapi , University of Hyderabad, India
Shesharao M. Wanjerkhede , Sinhgad Institute of Business Administration and Computer application, Lonavala, Pune, 410401, India
pp. 3303-3310

An Adaptive dynamic evolution feedforward neural network on modified particle swarm optimization (Abstract)

Bing Han , School of Electronic and Information Engineering, Dalian University of Technology, 116023 China
Jianchao Fan , School of Electronic and Information Engineering, Dalian University of Technology, 116023 China
Min Han , Information Engineering, Dalian University of Technology, 116023 China
pp. 1083-1089

Computationally efficient process control with neural networkbased predictive models (Abstract)

Sebastiao Feyo de Azevedo , Department of Chemical Engineering, Faculty of Engineering, University of Porto, Portugal
Petia Georgieva , Department of Electronics Telecommunications and Informatics and with the Institute of Electrical Engineering and Telematics, (IEETA), University of Aveiro, Portugal
Luis Alberto Paz Suarez , Department of Chemical Engineering, Faculty of Engineering, University of Porto, R. Dr. Roberto Frias, 4200-465, Portugal
pp. 2990-2997

Effects of the short-cut connection on the dynamics of a delayed ring neural network (Abstract)

X. Xu , College of Mathematics, Jilin University, 2699 Qianjin Street, Changchun, 130012, China
Y.C. Liang , College of Computer Science and Technology, Jilin University, 2699 Qianjin Street, Changchun 130012, China
pp. 3405-3411

From variable weighting to cluster characterization in topographic unsupervised learning (Abstract)

Mustapha Lebbah , LIPNUMR, 7030, Université Paris 13, 99, av. J-B Clément, 93430 Villetaneuse, France
Nistor Grozavu , LIPNUMR, 7030, Université Paris 13, 99, av. J-B Clément, 93430 Villetaneuse, France
Younes Bennani , LIPNUMR, 7030, Université Paris 13, 99, av. J-B Clément, 93430 Villetaneuse, France
pp. 1005-1010

Semi-supervised clustering using similarity neural networks (Abstract)

Marco Maggini , Department of Information Engineering, University of Siena, (Italy)
Lorenzo Sarti , Department of Information Engineering, University of Siena, (Italy)
Stefano Melacci , Department of Information Engineering, University of Siena, (Italy)
pp. 2065-2072

LS-SVM based neural controller as optimized by particle swarm algorithm using dual heuristic dynamic programming (Abstract)

Si-Yao Fu , School of Information and Engineering, the Central University of Nationalities. Beijing 100081, China
Zeng-Guang Hou , Key laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences. P.O. Box 2728, Beijing 100190, China
Guo-Sheng Yang , School of Information and Engineering, the Central University of Nationalities. Beijing 100081, China
pp. 903-908

Nonlinear time series online prediction using reservoir kalman filter (Abstract)

Min Han , School of Electronic and Information Engineering, Dalian University of Technology, 116023 China
Yanan Wang , School of Electronic and Information Engineering, Dalian University of Technology, 116023 China
pp. 1090-1094

A support vector hierarchical method for multi-class classification and rejection (Abstract)

Yu-Chiang Frank Wang , Dept Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA
David Casasent , Dept Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA
pp. 3281-3288

Stable fourier neural networks with application to modeling lettuce growth (Abstract)

Wen Yu , Departamento de Control Automatico, CINVESTAVIPN, Av.IPN 2508, México D.F., 07360, México
Juan Jose Cordova , Departamento de Control Automatico, CINVESTAVIPN, Av.IPN 2508, México D.F., 07360, México
pp. 591-596

A biomimetic spiking neural network of the auditory midbrain for mobile robot sound localisation in reverberant environments (Abstract)

David Perez-Gonzalez , Institute of Neuroscience, The Medical School, Newcastle University, NE2 4HH, United Kingdom
Stefan Wermter , Faculty of School of Computing and Technology, University of Sunderland, SR6 0DD, United Kingdom
Harry Erwin , Faculty of School of Computing and Technology, University of Sunderland, SR6 0DD, United Kingdom
Adrian Rees , Institute of Neuroscience, The Medical School, Newcastle University, NE2 4HH, United Kingdom
Jindong Liu , Faculty of School of Computing and Technology, University of Sunderland, SR6 0DD, United Kingdom
pp. 1855-1862

Visualization tool for a Self-Splitting modular Neural Network (Abstract)

Michael Daniels , Computer Science Department at California State University, Sacramento, 95819 USA
Marcus Watstein , Computer Science Department at California State University, Sacramento, 95819 USA
V. Scott Gordon , Computer Science Department at California State University, Sacramento, 95819 USA
Derek Goering , Accenture, C-IV, USA
Brandon Urban , Computer Science Department at California State University, Sacramento, 95819 USA
James Boheman , California Department of Technical Services, USA
pp. 988-993

A binary classification and online vision (Abstract)

Hassab Elgawi Osman , Image Science and Engineering Lab, School of Engineering, Tokyo Institute of Technology, 4259 Nagatsuta, Midori-ku, Yokohama, 226-8503, Japan
pp. 1142-1148

Compression and stylometry for author identification (Abstract)

D. Pavelec , Pontifíca Universidade Católica do Paraná, Rua Imaculada Conceicao, 1155, Curitiba, Brazil, 80215-901
E. Justino , Pontifíca Universidade Católica do Paraná, Rua Imaculada Conceicao, 1155, Curitiba, Brazil, 80215-901
L. S. Oliveira , Pontifíca Universidade Católica do Paraná, Rua Imaculada Conceicao, 1155, Curitiba, Brazil, 80215-901
F. D. Nobre Neto , Universidade Federal da Paraíba, Dpto de Informática, João Pessoa, PB, Brazil
L. V. Batista , Universidade Federal da Paraíba, Dpto de Informática, João Pessoa, PB, Brazil
pp. 2445-2450

Partitioning strategies for modular neural networks (Abstract)

V. Scott Gordon , Computer Science Department at California State University, Sacramento, 95829 USA
Michael Daniels , California State University, Sacramento, USA
Timothy Bender , Computer Science Department at California State University, Sacramento, 95829 USA
pp. 296-301

Self-enhancement learning: Self-supervised and target-creating learning (Abstract)

Ryotaro Kamimura , IT Education Center of Tokai University, Japan
pp. 1503-1509

Selective enhancement learning in competitive learning (Abstract)

Ryotaro Kamimura , IT Education Center of Tokai University, Japan
pp. 1497-1502

Inference of genetic networks using linear programming machines: Application of a priori knowledge (Abstract)

S. Kimura , Graduate School of Engineering, Tottori University, 4-101, Koyama-minami, 680-8552, Japan
Y. Shiraishi , Advanced Science Institute, RIKEN, 1-7-22 Suehiro-cho, Tsurumi, Yokohama 230-0045, Japan
M. Hatakeyama , Advanced Science Institute, RIKEN, 1-7-22 Suehiro-cho, Tsurumi, Yokohama 230-0045, Japan
pp. 1617-1624

Realizing general MLP networks with minimal FPGA resources (Abstract)

Marco A. Moreno-Armendariz , Instituto Politecnico Nacional, C.P. 07738, México, D.F., Mexico
Martin Hagan , School of Electrical and Computer Engineering, Oklahoma State University, Stillwater, 74078 USA
Carl Latino , School of Electrical and Computer Engineering, Oklahoma State University, Stillwater, 74078 USA
pp. 1722-1729

Adaptive dynamic programming for discrete-time systems with infinite horizon and ?-error bound in the performance cost (Abstract)

Derong Liu , Key Laboratory of Complex Systems and Intelligence Science, Chinese Academy of Sciences, Beijing 100190, China
Ning Jin , Department of Electrical and Computer Engineering, University of Illinois, Chicago, 60607-7053, USA
pp. 1849-1854

The multi-phase method in fast learning algorithms (Abstract)

Chi-Chung Cheung , Department of Electronic and Information Engineering, Hong Kong Polytechnic University, China
pp. 552-559

Improving rule extraction from neural networks by modifying hidden layer representations (Abstract)

Thuan Q. Huynh , Department of Computer Science, University of Maryland - College Park, USA
James A. Reggia , Department of Computer Science, University of Maryland - College Park, USA
pp. 1316-1321

Sequential hierarchical recruitment learning in a network of spiking neurons (Abstract)

Anthony S. Maida , The Center for Advanced Computer Studies, The University of Louisiana at Lafayette 70504 USA
Derek James , Institute of Cognitive Science, The University of Louisiana at Lafayette, LA 70504 USA
pp. 1407-1413

Improving the performance of ANN training with an unsupervised filtering method (Abstract)

Chung Hyuk Park , Human-Automation Systems (HumAnS) Lab, School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta 30332, USA
Sekou Remy , Human-Automation Systems (HumAnS) Lab, School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta 30332, USA
Ayanna M. Howard , Human-Automation Systems (HumAnS) Lab, School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta 30332, USA
pp. 2627-2633

Using parallel GPU architecture for simulation of planar I/F networks (Abstract)

Anthony S. Maida , Center for Advanced Computer Studies at the University of Louisiana at Lafayette, USA
Jan-Phillip Tiesel , Center for Advanced Computer Studies at the University of Louisiana at Lafayette, USA
pp. 3118-3123

A motor learning neural model based on Bayesian network and reinforcement learning (Abstract)

Haruo Hosoya , Computer Science Department, University of Tokyo, Hongo 7-3-1, Bunkyo-ku, 113-0033, Japan
pp. 1251-1258

Comparison of an efficient direct storage BAM model with traditional neural bidirectional memories (Abstract)

A. Aziz Bhatti , School of Science and Technology, University of Management&Technology, Lahore, Pakistan
pp. 324-331

Flood forecasting technology with radar-derived rainfall data using Genetic Programming (Abstract)

Katsuki Sonoda , Dept. of IT Solution, JFE Engineering Co., Ltd., Yokohama, Japan
Naoki Watanabe , Dept. of IT Solution, JFE Engineering Co., Ltd., Yokohama, Japan
Soichiro Yamane , Dept. of IT Solution, JFE Engineering Co., Ltd., Yokohama, Japan
Hitoki Imamura , Hokkaido Regional Development Bureau, Ministry of Land, Infrastructure, Transport and Tourism, Japan
Kazuhiko Fukami , ICHARM, Public Works Research Institute, Tsukuba, Japan
pp. 3311-3318

Matrix-based Kernel Principal Component analysis for large-scale data set (Abstract)

Yue-Fei Guo , School of Computer Science, Fudan University, ShangHai, China
Weiya Shi , School of Computer Science, Fudan University, ShangHai, China
Xiangyang Xue , School of Computer Science, Fudan University, ShangHai, China
pp. 2908-2913

On the selection of decision trees in Random Forests (Abstract)

Laurent Heutte , LITIS EA 4108, University of Rouen, BP 12 - 76801 Saint-Etienne du Rouvray, France
Sebastien Adam , LITIS EA 4108, University of Rouen, BP 12 - 76801 Saint-Etienne du Rouvray, France
Simon Bernard , LITIS EA 4108, University of Rouen, BP 12 - 76801 Saint-Etienne du Rouvray, France
pp. 302-307

MultiLogistic Regression using Initial and Radial Basis Function covariates (Abstract)

Juan Carlos Fernandez , Department of Computer Science and Numerical Analysis, University of Córdoba, Campus de Rabanales, Albert Einstein building, 3rd floor, 14071, Spain
Pedro Antonio Gutierrez , Department of Computer Science and Numerical Analysis, University of Córdoba, Campus de Rabanales, Albert Einstein building, 3rd floor, 14071, Spain
Francisco J. Martinez-Estudillo , Department of Management and Quantitative Methods, ETEA, Escritor Castilla Aguayo 4, 14004 - Córdoba, Spain
Cesar Hervas-Martinez , Department of Computer Science and Numerical Analysis, University of Córdoba, Campus de Rabanales, Albert Einstein building, 3rd floor, 14071, Spain
pp. 1067-1074

Investigation into effectiveness of rough sets in prediction of enzyme and protein structure classes (Abstract)

Huseyin Seker , Centre for Computational Intelligence, School of Computing, De Montfort University, Leicester, LE1 9BH, UK
Yingjie Yang , Centre for Computational Intelligence, School of Computing, De Montfort University, Leicester, LE1 9BH, UK
Chris Newby , Department of Health Sciences, Leicester University, LE1 7RH, UK
pp. 2243-2249

Probabilistic principal component analysis based on JoyStick Probability Selector (Abstract)

Masashi Sugiyama , Department of Computer Science, Tokyo Institute of Technology, Ookayama 2-12-1, Meguro-ku, Tokyo, 152-8552, Japan
Marko V. Jankovic , Department of Computer Science, Tokyo Institute of Technology, Ookayama 2-12-1, Meguro-ku, Tokyo, 152-8552, Japan
pp. 1414-1421

A speed-up algorithm for Poisson Propagation (Abstract)

Mingjie Qian , Tsinghua National Laboratory for Information Science and Technology in the Department of Automation, Tsinghua University, Beijing, China
Bing Liu , Department of Automation, Tsinghua University, China
pp. 1843-1848

Application of PSO and MPSO in project scheduling of the first mining face in coal mining (Abstract)

Kejun Zhu , School of Management and Economics, China University of Geosciences, China, 430074
Lanlan Li , School of Management and Economics, China University of Geosciences, China, 430074
Chang Ding , School of Management and Economics, China University of Geosciences, China, 430074
Haixiang Guo , School of Management and Economics, China University of Geosciences, China, 430074
pp. 1033-1040

Training of radial basis function classifiers with resilient propagation and variational Bayesian inference (Abstract)

Dominik Fisch , Faculty of Computer Science and Mathematics, University of Passau, Germany
Bernhard Sick , Faculty of Computer Science and Mathematics, University of Passau, Germany
pp. 838-847

Binary neural network based 3D facial feature localization (Abstract)

Jim Austin , Department of Computer Science, The University of York, Heslington, UK
Simon O'keefe , Department of Computer Science, The University of York, Heslington, UK
Quan Ju , Department of Computer Science, The University of York, Heslington, UK
pp. 1462-1469

The Multiple Pairs SMO: A modified SMO algorithm for the acceleration of the SVM training (Abstract)

Marius Strum , School of Engineering - University of Sao Paulo, Brazil
Wang Jiang Chau , School of Engineering - University of Sao Paulo, Brazil
Raul Acosta Hernandez , School of Engineering - University of Sao Paulo, Brazil
Jose Artur Quilici Gonzalez , School of Engineering - University of Sao Paulo, Brazil
pp. 1221-1228

Individual and cooperative tasks performed by autonomous MAV Teams driven by embodied neural network controllers (Abstract)

Fabio Ruini , Adaptive Behaviour and Cognition Research Group, School of Computing, Communications and Electronics, University of Plymouth, Drake Circus, PL4 8AA, UK
Angelo Cangelosi , Adaptive Behaviour and Cognition Research Group, School of Computing, Communications and Electronics, University of Plymouth, Drake Circus, PL4 8AA, UK
Franck Zetule , Adaptive Behaviour and Cognition Research Group, School of Computing, Communications and Electronics, University of Plymouth, Drake Circus, PL4 8AA, UK
pp. 2717-2724

Assessment of fetal reactivity biopatterns during labour by fetal ECG analysis (Abstract)

Sofia Blad , Perinatal Center, Department of Neuroscience and Physiology, Sahlgrenska Academy, Göteborg University, Box 432, SE- 405 30, Sweden
Karl G Rosen , Dept of Engineering, University of Boras, Sweden
Nicholas Outram , School of Computing, Communications and Electronics (SoCCE), University of Plymouth, UK
David Larsson , Neoventa Medical AB, Âgatan, Moelndal, Sweden
pp. 347-352

Global uniform stability analysis of biological networks with different time-scales under perturbations (Abstract)

Ernst Althaus , Max-Planck-Institute for Informatics, Saarbrücken, 66123 Germany
Susanne Cappendijk , Department of Biomedical Sciences, Tallahassee, FL 32306-4300, US
Anke Meyer-Baese , Department of Scientific Computing, Florida State University, Tallahassee, 32310-6046, US
pp. 2098-2102

Simulating incubation effects using the Explicit Implicit Interaction with Bayes Factor (EII-BF) model (Abstract)

Sebastien Helie , Psychology Department, University of California, Santa Barbara, 93106-9660 USA
Ron Sun , Cognitive Science Department, Rensselaer Polytechnic Institute, Troy, NY 12180-3590 USA
pp. 1199-1205

SNAC convergence and use in adaptive autopilot design (Abstract)

S. N. Balakrishnan , Professor in Department of Mechanical and Aerospace Engineering, Missouri University of Science and Technolody, USA
Nhan T. Nguyen , Intelligent Systems Division at NASA Ames Research Center, Moffett Field, CA 94035 USA
K. Krishnakumar , Graduate Students in Department of Mechanical and Aerospace Engineering, Missouri University of Science and Technolody, USA
Yang Yang , Graduate Students in Department of Mechanical and Aerospace Engineering, Missouri University of Science and Technolody, USA
Songjie Chen , Graduate Students in Department of Mechanical and Aerospace Engineering, Missouri University of Science and Technolody, USA
pp. 530-537

PSO based neural network for time series forecasting (Abstract)

Ruppa K. Thulasiram , Department of Computer Science, University of Manitoba, Winnipeg, MB R3T 2N2, CANADA
Girish K. Jha , Department of Computer Science, University of Manitoba, Winnipeg, MB R3T 2N2, CANADA
Parimala Thulasiraman , Department of Computer Science, University of Manitoba, Winnipeg, MB R3T 2N2, CANADA
pp. 1422-1427

Weighted voting-based ensemble classifiers with application to human face recognition and voice recognition (Abstract)

Mohamad H. Hassoun , Electrical&Computer Engineering department at Wayne State University, Detroit, MI 48202, USA
Jiangfeng Lu , Electrical&Computer Engineering department at Rose-Human Institute of Technology, Terre Haute, IN 47803, USA
Paul Watta , Electrical&Computer Engineering department at University of Michigan-Dearborn, 48128, USA
Xiaoyan Mu , Electrical&Computer Engineering department at Rose-Human Institute of Technology, Terre Haute, IN 47803, USA
pp. 2168-2171

A growing self-organizing network for reconstructing curves and surfaces (Abstract)

Marco Piastra , Laboratorio di Visione Artificiale, Università degli Studi di Pavia, Via Ferrata, 1 - 27100, Italy
pp. 2533-2540

Learning Vector Quantization with adaptive prototype addition and removal (Abstract)

Mihajlo Grbovic , Center for Information Science and Technology, Department of Computer and Information Sciences, Temple University, Philadelphia, 19122, USA
Slobodan Vucetic , Center for Information Science and Technology, Department of Computer and Information Sciences, Temple University, Philadelphia, 19122, USA
pp. 994-1001

Bivariate Generalized Linear Model for Interval-Valued Variables (Abstract)

Eufrasio de A. Lima Neto , Departamento de Estatística - Universidade Federal da Paraíba, 58059-900 - João Pessoa (PB) - Brazil
Abner G. da Costa , Departamento de Estatística - Universidade Federal da Paraíba, 58059-900 - João Pessoa (PB) - Brazil
Gauss M. Cordeiro , Departamento de Estatística e Informática, Universidade Federal Rural de Pernambuco, 52171-900 - Recife (PE)- Brazil
Francisco A. T. de Carvalho , Centro de Informatica - CIn, Universidade Federal de Pernambuco, 50740-540 - Recife (PE) - Brasil
Ulisses U. dos Anjos , Departamento de Estatística - Universidade Federal da Paraíba, 58059-900 - João Pessoa (PB) - Brazil
pp. 2226-2229

Random subspaces of the instance and principal component spaces for ensembles (Abstract)

Alexandre C. B. Delbem , Institute of Mathematics and Computer Science, University of São Paulo, CP 741, 13560-970, São Carlos, Brazil
Osvaldo N. Oliveira , Institute of Mathematics and Computer Science, University of São Paulo, CP 741, 13560-970, São Carlos, Brazil
Ednaldo J. Ferreira , Institute of Mathematics and Computer Science, University of São Paulo, CP 741, 13560-970, São Carlos, Brazil
Roseli A. Francelin Romero , Institute of Mathematics and Computer Science, University of São Paulo, CP 741, 13560-970, São Carlos, Brazil
pp. 816-819

Learning averages over the lie group of unitary matrices (Abstract)

Simone Fiori , Dipartimento di Ingegneria Biomedica, Elettronica e Telecomunicazioni - Facoltà di Ingegneria, Università Politecnica delle Marche, Via Brecce Bianche, I-60131 Ancona, Italy
pp. 833-837

A pulse-density modulation circuit exhibiting noise shaping with single-electron neurons (Abstract)

Andrew Kilinga Kikombo , Graduate School of Information Science and Technology, Hokkaido University, Sapporo, 060-8628, Japan
Takahide Oya , Yokohama National University, Japan
Yusuf Leblebici , Microelectronic Systems Laboratory (LSM), Swiss Federal Institute of Technology (EPFL), Switzerland
Tetsuya Asai , Graduate School of Information Science and Technology, Hokkaido University, Sapporo, 060-8628, Japan
Yoshihito Amemiya , Graduate School of Information Science and Technology, Hokkaido University, Sapporo, 060-8628, Japan
Alexandre Schmid , Microelectronic Systems Laboratory (LSM), Swiss Federal Institute of Technology (EPFL), Switzerland
pp. 1600-1605

A retrospective on Adaptive Dynamic Programming for control (Abstract)

George G. Lendaris , Systems Science Graduate Program, Portland State University, OR 97201 USA
pp. 1750-1757

On automatic generation of VHDL code for self-organizing map (Abstract)

Yutaka Maeda , Faculty of Engineering Science, Kansai University, Yamate-cho, Suita-shi, 564-8680, Japan
Seiji Miyoshi , Faculty of Engineering Science, Kansai University, Yamate-cho, Suita-shi, 564-8680, Japan
Hiroomi Hikawa , Faculty of Engineering Science, Kansai University, Yamate-cho, Suita-shi, 564-8680, Japan
Akira Onoo , Department of Computer Science and Intelligent Systems, Oita University, 870-1192, Japan
pp. 2366-2373

A computational platform for visual fear conditioning (Abstract)

Athanasios Pavlou , Department of Computing, University of Surrey, Guildford, GU2 7XH, UK
Matthew Casey , Department of Computing, University of Surrey, Guildford, GU2 7XH, UK
pp. 2451-2458

A hybrid feature extraction framework based on risk minimization and independence maximization (Abstract)

Hairong Qi , Department of Electrical Engineering and Computer Science, The University of Tennessee, Knoxville, USA
Sangwoo Moon , Department of Electrical Engineering and Computer Science, The University of Tennessee, Knoxville, USA
pp. 2141-2144

TurSOM: A Turing inspired Self-Organizing Map (Abstract)

Dan MacLean , Computer and Information Science, University of Massachusett Dartmouth, 285 Old Westport Rd, 02747, USA
Derek Beaton , Research and Innovation in Mathematics Education, University of Massachusetts Dartmouth, 200 Mill Rd., Suite 150B, Fairhaven, 02719, USA
Iren Valova , Computer and Information Science, University of Massachusett Dartmouth, 285 Old Westport Rd, 02747, USA
pp. 288-295

A class of discrete-time recurrent neural networks with multivalued neurons (Abstract)

Jacek M. Zurada , Computational Intelligence Laboratory, Electrical and Computer Engineering Department, University of Louisville, KY, 40292, USA
Wei Zhou , Computational Intelligence Laboratory, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, 610054, China
pp. 3555-3558

Computational intelligence in modeling of biological neurons: A case study of an invertebrate pacemaker neuron (Abstract)

Astrid A. Prinz , Department of Biology, Emory University, Atlanta, GA 30322, USA
Tomasz G. Smolinski , Department of Biology, Emory University, Atlanta, GA 30322, USA
pp. 2964-2970

Solving convex optimization problems using recurrent neural networks in finite time (Abstract)

Madam M. Gupta , Intelligent Systems Research Laboratory, College of Engineering, University of Saskatchewan, Saskatoon, S7N 5A9, Canada
Min Tan , Key Laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
Noriyasu Homma , School of Health Sciences, Faculty of Medicine, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai, Japan
Zeng-Guang Hou , Key Laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
Long Cheng , Key Laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
pp. 538-543

Progressively introducing quantified biological complexity into a hippocampal CA3 model (Abstract)

Andrew G. Howe , Informed Simplifications, LLC, 520 Panorama Road, Earlysville, VA 22936, USA
William B. Levy , University of Virginia, Department of Neurosurgery, P.O. Box 800420, Charlottesville, VA 22908, USA
Kai S. Chang , University of Virginia, Department of Neurosurgery, P.O. Box 800420, Charlottesville, VA 22908, USA
pp. 1777-1783

An automatic segmentation technique for color images based on SOFM neural network (Abstract)

Jun Zhang , Information, Production and Systems, Waseda University, Kitakyushu, 808-0135 Japan
Jinglu Hu , Information, Production and Systems, Waseda University, Kitakyushu, 808-0135 Japan
pp. 3528-3533

A gradient-based algorithm competitive with variational Bayesian EM for mixture of Gaussians (Abstract)

Juha Karhunen , Adaptive Informatics Research Center, Helsinki University of Technology (TKK), Finland
Tapani Raiko , Adaptive Informatics Research Center, Helsinki University of Technology (TKK), Finland
Antti Honkela , Adaptive Informatics Research Center, Helsinki University of Technology (TKK), Finland
Mikael Kuusela , Adaptive Informatics Research Center, Helsinki University of Technology (TKK), Finland
pp. 1688-1695

How balance between LTP and LTD can be controlled in spike-timing-dependent learning rule (Abstract)

Tatsuo Kitajima , Bio-System Engineering, Yamagata University, 4-3-16 Jonan, Yonezawa, 992-8510, Japan
Shigeru Kubota , Bio-System Engineering, Yamagata University, 4-3-16 Jonan, Yonezawa, 992-8510, Japan
pp. 1674-1679

Prerequisites for integrating unsupervised and reinforcement learning in a single network of spiking neurons (Abstract)

Andreas Herzog , Department of Biological Psychology, Faculty of Natural Sciences, Otto-von-Guericke University, PO box 4120, 39016 Magdeburg, Germany
Andreas Wolf , Department of Biological Psychology, Faculty of Natural Sciences, Otto-von-Guericke University, PO box 4120, 39016 Magdeburg, Germany
Christoph S. Herrmann , Department of Biological Psychology, Faculty of Natural Sciences, Otto-von-Guericke University, PO box 4120, 39016 Magdeburg, Germany
Sebastian Handrich , Department of Biological Psychology, Faculty of Natural Sciences, Otto-von-Guericke University, PO box 4120, 39016 Magdeburg, Germany
pp. 1101-1106

Gaussian process for long-term time-series forecasting (Abstract)

Hai Qiu , Industrial Artificial Intelligence Lab, GE Global Research Center, Niskayuna, NY 12309 USA
Ya Xue , Industrial Artificial Intelligence Lab, GE Global Research Center, Niskayuna, NY 12309 USA
Weizhong Yan , Industrial Artificial Intelligence Lab, GE Global Research Center, Niskayuna, NY 12309 USA
pp. 3420-3427

Estimation of classification complexity (Abstract)

Noelia Garcia , Economics and Business Science, Faculty of Albacete, Castilla de la Mancha, Plaza de la Universidad, 1. 02071, Spain
Esteban Alfaro , Economics and Business Science, Faculty of Albacete, Castilla de la Mancha, Plaza de la Universidad, 1. 02071, Spain
Ralph Birkenhead , Centre for Computational Intelligence, School of Computing, De Montfort University, The Gateway, Leicester, LE1 9BH United Kingdom
Matias Gamez , Economics and Business Science, Faculty of Albacete, Castilla de la Mancha, Plaza de la Universidad, 1. 02071, Spain
David A. Elizondo , Centre for Computational Intelligence, School of Computing, De Montfort University, The Gateway, Leicester, LE1 9BH United Kingdom
pp. 764-770

Learning the neuron functions within a neural network via Genetic Programming: Applications to geophysics and hydrogeology (Abstract)

Robert Orchard , Knowledge Discovery Group, Institute for Information Technology, National Research Council Canada, Ottawa, Ontario, Canada
Alan J. Barton , Knowledge Discovery Group, Institute for Information Technology, National Research Council Canada, Ottawa, Ontario, Canada
Julio J. Valdes , Knowledge Discovery Group, Institute for Information Technology, National Research Council Canada, Ottawa, Ontario, Canada
pp. 264-271

Help-training semi-supervised LS-SVM (Abstract)

Mathias M. Adankon , Synchromedia Laboratory for Multimedia Communication in Telepresence at École de Technologie Supérieure, University of Quebec, 1100 Notre-Dame West, Montreal, Canada, H3C 1K3
Mohamed Cheriet , Synchromedia Laboratory for Multimedia Communication in Telepresence at École de Technologie Supérieure, University of Quebec, 1100 Notre-Dame West, Montreal, Canada, H3C 1K3
pp. 49-56

Morphological auto-associative memories applied to true-color image patterns (Abstract)

Roberto A. Vazquez , Center for Computer Research, National Polytechnic Institute CIC-IPN, Mexico City, DF 07738 MEXICO
Humberto Sossa , Center for Computer Research, National Polytechnic Institute CIC-IPN, Mexico City, DF 07738 MEXICO
pp. 3196-3203

Switching and leakage power modeling for multiple-supply dynamic gate with delay constraining based on wavelet neural networks (Abstract)

W. Wu , VLSI&System Lab, Beijing University of Technology, 100022, China
J. Wang , VLSI&System Lab, Beijing University of Technology, 100022, China
N. Gong , College of Electronic and Info Engineering, Hebei University, Baoding, 071002, China
S. Geng , VLSI&System Lab, Beijing University of Technology, 100022, China
L. Hou , VLSI&System Lab, Beijing University of Technology, 100022, China
W. Zhang , VLSI&System Lab, Beijing University of Technology, 100022, China
L. Zuo , VLSI&System Lab, Beijing University of Technology, 100022, China
D. Gao , VLSI&System Lab, Beijing University of Technology, 100022, China
pp. 3240-3243

Relational reinforcement learning applied to shared attention (Abstract)

Roseli A.F. Romero , Department of Computer Science, University of Sao Paulo, Sao Carlos, Brazil
Renato R. da Silva , Department of Computer Science, University of Sao Paulo, Sao Carlos, Brazil
Claudio A. Policastro , Department of Computer Science, University of Sao Paulo, Sao Carlos, Brazil
pp. 2943-2949

Decentralized control of large scale interconnected systems using adaptive neural network-based dynamic surface control (Abstract)

S. Jagannathan , Department of Electrical and Computer Engineering, Missouri University of Science and Technology, 1870 Miner Circle, Rolla, 65409, USA
Shahab Mehraeen , Department of Electrical and Computer Engineering, Missouri University of Science and Technology, 1870 Miner Circle, Rolla, 65409, USA
Mariesa L. Crow , Department of Electrical and Computer Engineering, Missouri University of Science and Technology, 1870 Miner Circle, Rolla, 65409, USA
pp. 2058-2064

Discrete-time decentralized neural block controller for a five DOF robot manipulator (Abstract)

M. Saad , ETS, Université du Québec, Montreal, Canada
E. Bayro-Corrochano , CINVESTAV, Guadalajara, Facultad de Ingenieria, Universidad Autonoma del Carmen, Cd. del Carmen, Campeche, Mexico
E. N. Sanchez , CINVESTAV, Guadalajara, Jalisco, Mexico
R. Garcia-Hernandez , CINVESTAV, Guadalajara, Facultad de Ingenieria, Universidad Autonoma del Carmen, Cd. del Carmen, Campeche, Mexico
pp. 925-931

Optimization based on dialectics (Abstract)

Francisco M. de Assis , Departamento de Engenharia Elétrica, Universidade Federal de Campina Grande, PB, Brazil
Wellington P. dos Santos , Departamento de Engenharia Elétrica, Universidade Federal de Campina Grande, PB, Brazil
pp. 2804-2811

Mobile robot vision-based navigation using self-organizing and incremental neural networks (Abstract)

Manabu Tsuboyama , Computational Intelligence and Systems Science, Tokyo Institute of Technology, R2-527, 4259-Nagatsuta, Midori-ku, Yokohama, Japan
Osamu Hasegawa , Computational Intelligence and Systems Science, Tokyo Institute of Technology, R2-527, 4259-Nagatsuta, Midori-ku, Yokohama, Japan
Aram Kawewong , Computational Intelligence and Systems Science, Tokyo Institute of Technology, R2-527, 4259-Nagatsuta, Midori-ku, Yokohama, Japan
Sirinart Tangruamsub , Computational Intelligence and Systems Science, Tokyo Institute of Technology, R2-527, 4259-Nagatsuta, Midori-ku, Yokohama, Japan
pp. 3094-3101

Automated classification of dopaminergic neurons in the rodent brain (Abstract)

Michael Blumenstein , School of Information and Communication Technology, Griffith University, Gold Coast, Queensland 4222, Australia
Azadeh Alavi , School of Information and Communication Technology, Griffith University, Gold Coast, Queensland 4222, Australia
Alan Mackay-Sim , National Centre for Adult Stem Cell Research, Griffith University, Nathan, QLD 4111, Australia
Adrian Meedeniya , National Centre for Adult Stem Cell Research, Griffith University, Nathan, QLD 4111, Australia
Gervase Tuxworth , School of Information and Communication Technology, Griffith University, Gold Coast, Queensland 4222, Australia
Brenton Cavanagh , National Centre for Adult Stem Cell Research, Griffith University, Nathan, QLD 4111, Australia
pp. 81-88

Model reduction of neural network trees based on dimensionality reduction (Abstract)

Qiangfu Zhao , Department of Computer and Information Systems, The University of Aizu, Aizuwakamatsu, Japan
Hirotomo Hayashi , Department of Computer and Information Systems, The University of Aizu, Aizuwakamatsu, Japan
pp. 1171-1176

Sparse support vector regressors based on forward basis selection (Abstract)

Shigeo Abe , Graduate School of Engineering, Kobe University, Japan
Shigenori Muraoka , Graduate School of Engineering, Kobe University, Japan
pp. 2183-2187

Spatial pyramids and two-layer stacking SVM classifiers for image categorization: A comparative study (Abstract)

Marco A. Wiering , Department of Artificial Intelligence, University of Groningen, The Netherlands
Azizi Abdullah , Department of Information and Computer Sciences, Utrecht University, The Netherlands
Remco C. Veltkamp , Department of Information and Computer Sciences, Utrecht University, The Netherlands
pp. 5-12

Bayesian PCA for reconstruction of historical sea surface temperatures (Abstract)

Alexey Kaplan , Division of Ocean and Climate Physics of Lamont-Doherty Earth Observatory of Columbia University, Columbia
Alexander Ilin , Adaptive Informatics Research Center at Helsinki University of Technology, Finland
pp. 1322-1327

Using continuous action spaces to solve discrete problems (Abstract)

Hado van Hasselt , Intelligent Systems Group, Utrecht University, Netherlands
Marco A. Wiering , Department of Artificial Intelligence, University of Groningen, Netherlands
pp. 1149-1156

An optimization approach to understanding structure-function relationships in the visual cortex (Abstract)

Guillermo A. Cecchi , T.J. Watson IBM Research Center, Yorktown Heights, NY 10598, USA
A. Ravishankar Rao , T.J. Watson IBM Research Center, Yorktown Heights, NY 10598, USA
pp. 2603-2610

Fast and accurate retinal vasculature tracing and kernel-Isomap-based feature selection (Abstract)

Choonseog Park , Department of Computer Science and Engineering, The Texas University of A&M, College Station, USA
Heeyoul Choi , Department of Computer Science and Engineering, The Texas University of A&M, College Station, USA
Donghyeop Han , Department of Computer Science and Engineering, The Texas University of A&M, College Station, USA
Yoonsuck Choe , Department of Computer Science and Engineering, The Texas University of A&M, College Station, USA
pp. 1075-1082

Affective computation on EEG correlates of emotion from musical and vocal stimuli (Abstract)

Mohammad H. Baniasad , Department Department of Psychiatry, Lavasani Psychiatric Hospital, Tehran medical branch of Azad University, Iran
Abdul Wahab , Centre for Computational Intelligence, School of Computer Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798
Kai Keng Ang , Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), 1 Fusionopolis Way, #21-01 Connexis, Singapore 138632
Reza Khosrowabadi , Centre for Computational Intelligence, School of Computer Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798
pp. 1590-1594

Hand sign recognition system based on hybrid network classifier (Abstract)

Seiji Miyoshi , Faculty of Engineering Science, Kansai University, Yamate-cho, Suita-shi, 564-8680, Japan
Yuuki Taki , Faculty of Engineering Science, Kansai University, Yamate-cho, Suita-shi, 564-8680, Japan
Hiroomi Hikawa , Faculty of Engineering Science, Kansai University, Yamate-cho, Suita-shi, 564-8680, Japan
Yutaka Maeda , Faculty of Engineering Science, Kansai University, Yamate-cho, Suita-shi, 564-8680, Japan
pp. 3074-3081

Growing mechanisms and cluster identification with TurSOM (Abstract)

Iren Valova , Department of Computer and Information Science, University of Massachusett Dartmouth, 285 Old Westport Rd, North Dartmouth, 02747, USA
Derek Beaton , James J Kaput Center for Research and Innovation in Mathematics Education, University of Massachusetts Dartmouth, 200 Mill Rd., Suite 150B, Fairhaven, 02719, USA
Dan MacLean , Computer and Information Science Department, University of Massachusett Dartmouth, 285 Old Westport Rd, North Dartmouth, 02747, USA
pp. 280-287

Hebbian learning with winner take all for spiking neural networks (Abstract)

Lyle N. Long , Aerospace Engineering, Bioengineering, and Mathematics, The Pennsylvania State University, University Park, 16802, USA
Ankur Gupta , Dept. of Computer Science and Engineering, The Pennsylvania State University, University Park, 16802, USA
pp. 1054-1060

Evaluating classifiers: Relation between area under the receiver operator characteristic curve and overall accuracy (Abstract)

Georgia D. Tourassi , Department of Radiology, Duke University Medical Center, Durham, NC 27705, USA
Maciej A. Mazurowski , Department of Radiology, Duke University Medical Center, Durham, NC 27705, USA
pp. 2045-2049

Trouble condition sign discovery based on support vector machines for hydroelectric power plants (Abstract)

Norihiko Ito , System Engineering Lab., Central Research Institute of Electric Power Industry, 2-11-1, Iwado Kita Komae-shi, Tokyo, 201-8511 JAPAN
Hironobu Yamasaki , Power System Engineering Department, Kyushu Electric Power Co., Inc., 2-1-82, Watanabe-Dori, Chuo-ku, Fukuoka, 810-8720 JAPAN
Takashi Onoda , System Engineering Lab., Central Research Institute of Electric Power Industry, 2-11-1, Iwado Kita Komae-shi, Tokyo, 201-8511 JAPAN
pp. 2358-2365

Complex-valued neural networks: The merits and their origins (Abstract)

Akira Hirose , Department of Electrical Engineering and Information Systems, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, 113-8656, Japan
pp. 1237-1244

Representation of an environmental space by grid fields: A study with a computational model of the grid cell based on a column structure (Abstract)

Tanvir Islam , Laboratory for Dynamics of Emergent Intelligence, Brain Science Institute, RIKEN, 2-1 Wako, Saitama 351-0198, Japan
Yoko Yamaguchi , Laboratory for Dynamics of Emergent Intelligence, Brain Science Institute, RIKEN, 2-1 Wako, Saitama 351-0198, Japan
pp. 1357-1364

Obstacle to training SpikeProp networks (Abstract)

Shinji Tsuruoka , Department of Electrical and Electronic Engineering, Mie University, Tsu, Japan
Hiroharu Kawanaka , Department of Electrical and Electronic Engineering, Mie University, Tsu, Japan
Hidehiko Kita , Department of Electrical and Electronic Engineering, Mie University, Tsu, Japan
Haruhiko Takase , Department of Electrical and Electronic Engineering, Mie University, Tsu, Japan
Terumine Hayashi , Department of Electrical and Electronic Engineering, Mie University, Tsu, Japan
Masaru Fujita , Department of Electrical and Electronic Engineering, Mie University, Tsu, Japan
pp. 3062-3066

Bifurcation analysis of a reconfigurable hybrid spiking neuron and its novel online learning algorithm (Abstract)

Hiroyuki Torikai , Graduate School of Engineering Science, Osaka University, Japan
Sho Hashimoto , Graduate School of Engineering Science, Osaka University, Japan
pp. 1134-1141

Use of multi-objective genetic algorithms to investigate the diversity/accuracy dilemma in heterogeneous ensembles (Abstract)

Diogo F. de Oliveira , Informatics and Applied Mathematics Department - Federal University of Rio Grande do Norte (UFRN), Natal, RN - BRAZIL, 59072-970
Anne M. P. Canuto , Informatics and Applied Mathematics Department - Federal University of Rio Grande do Norte (UFRN), Natal, RN - BRAZIL, 59072-970
Marcilio C. P. de Souto , Informatics and Applied Mathematics Department - Federal University of Rio Grande do Norte (UFRN), Natal, RN - BRAZIL, 59072-970
pp. 2339-2346

The effect of class imbalance on case selection for case-based classifiers, with emphasis on computer-aided diagnosis systems (Abstract)

Jordan M. Malof , Department of Electrical and Computer Engineering, University of Louisville, KY 40292, USA
Maciej A. Mazurowski , Department of Radiology, Duke University Medical Center, Durham, NC 27705, USA
Georgia D. Tourassi , Department of Radiology, Duke University Medical Center, Durham, NC 27705, USA
pp. 1975-1980

Learning using hidden information (Learning with teacher) (Abstract)

Vladimir Vapnik , NEC Labs America, USA
Akshay Vashist , NEC Labs America, 4 Independence Way, Princeton, NJ 08540, USA
Natalya Pavlovitch , Institute of Languages, Volhonka, Moscow, Russia
pp. 3188-3195

Chaotic phase synchronization for visual selection (Abstract)

Fabricio A. Breve , Department of Computer Science, Institute of Mathematics and Computer Science, University of São Paulo, São Carlos-SP, Brazil
Elbert E. N. Macau , National Institute for Space Research, São José dos Campos-SP, Brazil
Liang Zhao , Department of Computer Science, Institute of Mathematics and Computer Science, University of São Paulo, São Carlos-SP, Brazil
Marcos G. Quiles , Department of Computer Science, Institute of Mathematics and Computer Science, University of São Paulo, São Carlos-SP, Brazil
pp. 383-390

Subspace based linear programming support vector machines (Abstract)

Takuya Kitamura , Graduate School of Engineering, Kobe University, Japan
Shigeo Abe , Graduate School of Engineering, Kobe University, Japan
Syogo Takeuchi , Graduate School of Engineering, Kobe University, Japan
Kazuhiro Fukui , Graduate School of Systems and Information Engineering, University of Tsukuba, Japan
pp. 3067-3073

Subspace based least squares support vector machines for pattern classification (Abstract)

Takuya Kitamura , Graduate School of Engineering, Kobe University, Japan
Kazuhiro Fukui , Graduate School of Systems and Information Engineering, University of Tsukuba, Japan
Shigeo Abe , Graduate School of Engineering, Kobe University, Japan
pp. 1640-1646

Clustering of symbolic data using the assignment-prototype algorithm (Abstract)

Marc Csernel , Université Paris Dauphine, 75016; France
Francisco A. T. de Carvalho , Center of Informatics, Federal University of Pernambuco; Recife; PE; Brazil
Kelly P. Silva , Center of Informatics, Federal University of Pernambuco; Recife; PE; Brazil
pp. 2936-2942

A network pruning algorithm for combined function and derivative approximation (Abstract)

Satish Bukkapatnam , School of Industrial Engineering and Management, Oklahoma State University, Stillwater, USA
Arjpolson Pukrittayakamee , School of Electrical and Computer Engineering, Oklahoma State University, Stillwater, USA
Martin Hagan , School of Electrical and Computer Engineering, Oklahoma State University, Stillwater, USA
Ranga Komanduri , School of Mechanical and Aerospace Engineering, Oklahoma State University, Stillwater, USA
Lionel Raff , Chemistry Department, Oklahoma State University, Stillwater, USA
pp. 2553-2560

The renormalization of neuronal dynamics can enhance temporal synchronization among synaptically coupled neurons (Abstract)

Ghassan Omar Jibril , Department of Computer Engineering, Eastern Mediterranean University, Famagusta, Mersin-10, Turkey
Marifi Guler , Department of Computer Engineering, Eastern Mediterranean University, Famagusta, Mersin-10, Turkey
pp. 1433-1438

Dynamic associative memory, based on open recurrent neural network (Abstract)

Dmitry A. Dziuba , Institute of Mathematical machines&Systems, Problems NAS of Ukraine, Ukraine
Alexander M. Reznik , Institute of Mathematical machines&Systems, Problems NAS of Ukraine, Ukraine
pp. 2657-2663

Rapid acoustic transmission loss prediction using an operationally adaptive system (Abstract)

Michael McCarron , Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, 80523-1373, USA
Mahmood R. Azimi-Sadjadi , Department of Electrical and Computer Engineering, Colorado State University, Fort Collins, 80523-1373, USA
David Marlin , Army Research Laboratory, White Sands Missile Range, NM 88002, USA
Michael Mungiole , Army Research Laboratory, Adelphi, MD 20783-1197, USA
pp. 2050-2057

Temporal semantics: An extended definition for neural morphisms (Abstract)

Thomas P. Caudell , Department of Computer Science, The University of New Mexico, Albuquerque, USA
Michael J. Healy , Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, USA
pp. 1184-1191

Executive function, rule selection, and probability judgment (Abstract)

Daniel S. Levine , Department of Psychology, University of Texas at Arlington, 76019-0528, USA
pp. 1771-1776

A self-organizing neural network using fast training and pruning (Abstract)

Jun-fei Qiao , College of Electronic and Control Engineering, Beijing University of Technology, China
Hong-gui Han , College of Electronic and Control Engineering, Beijing University of Technology, China
Miao Li , College of Electronic and Control Engineering, Beijing University of Technology, China
pp. 1470-1475

A regularized formulation for spectral clustering with pairwise constraints (Abstract)

Johan A. K. Suykens , Department of Electrical Engineering ESATSCD-SISTA, Katholieke Universiteit Leuven, B-3001, Belgium
Carlos Alzate , Department of Electrical Engineering ESATSCD-SISTA, Katholieke Universiteit Leuven, B-3001, Belgium
pp. 141-148

A linguistic CMAC equivalent to a Linguistic Decision Tree for classification (Abstract)

Jonathan Lawry , AI group, Department of Engineering Mathematics, University of Bristol, Queen's Building, University Walk, UK
Hongmei He , AI group, Department of Engineering Mathematics, University of Bristol, Queen's Building, University Walk, UK
pp. 1177-1183

Forecasting of clustered time series with recurrent neural networks and a fuzzy clustering scheme (Abstract)

Ralph Grothmann , Siemens Corporate Technology, Munich, Germany
Thomas A. Runkler , Learning Systems Department at Siemens Corporate Technology, Munich, Germany
Hans Georg Seedig , Mathematics and Computer Science at Technische Universität München, Germany
pp. 2846-2853

Adaptive dynamic programming-based optimal control of unknown affine nonlinear discrete-time systems (Abstract)

Balaje T. Thumati , Department of Electrical and Computer Engineering, Missouri University of Science and Technology, 1870 Miner Circle, Rolla, MO 65409, USA
S. Jagannathan , Department of Electrical and Computer Engineering, Missouri University of Science and Technology, 1870 Miner Circle, Rolla, MO 65409, USA
Travis Dierks , Department of Electrical and Computer Engineering, Missouri University of Science and Technology, 1870 Miner Circle, Rolla, MO 65409, USA
pp. 711-716

Combination of generative models and SVM based classifier for speech emotion recognition (Abstract)

C. Chandra Sekhar , Department of Computer Science and Engineering, IIT Madras, Chennai - 600 036, India
S. Chandrakala , Department of Computer Science and Engineering, IIT Madras, Chennai - 600 036, India
pp. 497-502

A kernel hat matrix based rejection criterion for outlier removal in support vector regression (Abstract)

Franck Dufrenois , Laboratoire d'analyse des systèmes du littoral, Université of Calais, France
Jean Charles Noyer , Laboratoire d'analyse des systèmes du littoral, Université of Calais, France
pp. 736-743

Incremental learning in nonstationary environments with controlled forgetting (Abstract)

Robi Polikar , Signal Processing and Pattern Recognition Laboratory, Electrical and Computer Engineering Department, Rowan University, Glassboro, NJ 08028 USA
Ryan Elwell , Signal Processing and Pattern Recognition Laboratory, Electrical and Computer Engineering Department, Rowan University, Glassboro, NJ 08028 USA
pp. 771-778

Time series and neural networks comparison on gold, oil and the euro (Abstract)

A.G. Malliaris , Economics Department at Loyola University Chicago, USA
Mary Malliaris , Systems&Operations Management Department at Loyola University Chicago, USA
pp. 1961-1967

Online organization of chaotic cell assemblies. A model for the cognitive map formation? (Abstract)

Utku Salihoglu , IRIDIA-CoDE, Universit Libre de Bruxelles, 50, Av. F. Roosevelt, CP 194/6 1050 Brussels, Belgium
Yoko Yamaguchi , Laboratory for Dynamics of Emergent Intelligence, RIKEN Brain Science Institute, 2-1 Hirosawa Wako, Saitama 351-0198 JAPAN
Colin Molter , Laboratory for Dynamics of Emergent Intelligence, RIKEN Brain Science Institute, 2-1 Hirosawa Wako, Saitama 351-0198 JAPAN
Hugues Bersini , IRIDIA-CoDE, Universit Libre de Bruxelles, 50, Av. F. Roosevelt, CP 194/6 1050 Brussels, Belgium
pp. 2771-2777

Analysis and design of associative memories based on cellular neural networks with space-invariant cloning templates (Abstract)

Zhigang Zeng , Department of Control Science and Engineering, Huazhong University of Science and Technology, Wuhan, Hubei, 430074, China
Jun Wang , Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
pp. 3504-3511

Analysis and synthesis of associative memories based on Brain-State-in-a-Box neural networks (Abstract)

Zhigang Zeng , Department of Control Science and Engineering, Huazhong University of Science and Technology, Wuhan, Hubei, 430074, China
Jun Wang , Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
pp. 3512-3519

A study of brain structure evolution in simple embodied neural agents using genetic algorithms and category theory (Abstract)

Thomas P. Caudell , Electrical Computer Engineering Department and the Computer Science Department, University of New Mexico, Albuquerque, 87131 USA
Martha O. Perez-Arriaga , Electrical Computer Engineering Department and the Computer Science Department, University of New Mexico, Albuquerque, 87131 USA
pp. 2494-2500

An improved method of DHP for optimal control in the clarifying process of sugar cane juice (Abstract)

Huixia Liu , Light Industry and Food Engineering Institute, Guangxi University, Nanning 530004, China
Shaojian Song , College of Electric Engineering, Guangxi University, Nanning 530004, China
Xiaofeng Lin , College of Electric Engineering, Guangxi University, Nanning 530004, China
Chunning Song , College of Electric Engineering, Guangxi University, Nanning 530004, China
Jiaran Yang , College of Electric Engineering, Guangxi University, Nanning 530004, China
pp. 1814-1819

A cross-situational algorithm for learning a lexicon using Neural modeling fields (Abstract)

Jose F. Fontanari , Instituto de Física de Sao Carlos, Universidade de Sao Paulo, Sao Carlos, Brazil
Vadim Tikhanoff , Adaptive Behaviour&Cognition Research Group, University of Plymouth, UK
Angelo Cangelosi , Adaptive Behaviour&Cognition Research Group, University of Plymouth, UK
Leonid I. Perlovsky , Harvard University, Cambridge MA and The Air Force Research Laboratory, SN, Hanscom Air Force Base, USA
pp. 869-876

Global optimization, Meta Clustering and consensus clustering for class prediction (Abstract)

Giancarlo Raiconi , Dipartimento di Matematica ed Informatica (DMI), University of Salerno, Italy
Ida Bifulco , Dipartimento di Matematica ed Informatica (DMI), University of Salerno, Italy
Francesco Napolitano , Dipartimento di Matematica ed Informatica (DMI), University of Salerno, Italy
Carmine Fedullo , Dipartimento di Matematica ed Informatica (DMI), University of Salerno, Italy
Roberto Tagliaferri , Dipartimento di Matematica ed Informatica (DMI), University of Salerno, Italy
pp. 332-339

Detection of epileptiform activity in unresponsive patients using ANN (Abstract)

John B. Chatten , Chatten Associates, Inc, West Conshohocken, PA 19428, USA
Richard N. Harner , BrainVue Systems, Philadelphia, PA 19129, USA
Georgiy R. Minasyan , Chatten Associates, Inc, West Conshohocken, PA 19428, USA
pp. 2117-2124

Application of wavelet and neural network models for wind speed and power generation forecasting in a Brazilian experimental wind park (Abstract)

Josinaldo B. de Oliveira , Federal University of Pernambuco, Academico Helio Ramos s/n, Cidade Universitária, Cep: 50.740-530 - Recife - PE - Brazil
Manoel A. Carvalho , Federal University of Pernambuco, Academico Helio Ramos s/n, Cidade Universitária, Cep: 50.740-530 - Recife - PE - Brazil
Ronaldo R. B. de Aquino , Federal University of Pernambuco, Academico Helio Ramos s/n, Cidade Universitária, Cep: 50.740-530 - Recife - PE - Brazil
Givanildo J. de Almeida , San Francisco River Hydroelectric Company, Delmiro Goveia Street, 333, Bongi, Cep: 50761-901 - Recife - PE - Brazil
Milde M. S. Lira , Federal University of Pernambuco, Academico Helio Ramos s/n, Cidade Universitária, Cep: 50.740-530 - Recife - PE - Brazil
Otoni N. Neto , Federal University of Pernambuco, Academico Helio Ramos s/n, Cidade Universitária, Cep: 50.740-530 - Recife - PE - Brazil
pp. 172-178

Combining Artificial Neural Network for diagnosing polluted insulators (Abstract)

Milde M. S. Lira , Federal University of Pernambuco, Brazil
Jose M. B. Bezerra , Federal University of Pernambuco, Brazil
Gabriela S. M. Santos , Electrical Engineering Department of Federal University of Pernambuco, Brazil
Otoni N. Neto , Electrical Engineering Department of Federal University of Pernambuco, Brazil
Carlos A. B. de O. Lira , Federal University of Pernambuco, Brazil
Ronaldo R. B. de Aquino , Federal University of Pernambuco (UFPE), Academico Helio Ramos s/n, Cidade Universitária, Cep: 50.740-530 - Recife - PE - Brazil
pp. 179-183

Feature selection in heterogeneous structure of ensembles: A genetic algorithm approach (Abstract)

Anne M. P. Canuto , Informatics and Applied Mathematics Department - Federal University of Rio Grande do Norte (UFRN), Natal, RN - BRAZIL, 59072-970
Ligia Silva , Informatics and Applied Mathematics Department - Federal University of Rio Grande do Norte (UFRN), Natal, RN - BRAZIL, 59072-970
Laura E. A. Santana , Informatics and Applied Mathematics Department - Federal University of Rio Grande do Norte (UFRN), Natal, RN - BRAZIL, 59072-970
pp. 2784-2791

Support vector self-organizing learning for imbalanced medical data (Abstract)

Yok-Yen Nguwi , Centre of Computational Intelligence, School of Computer Engineering, Nanyang Technological University, N4 02a-32, Singapore 639798
Siu-Yeung Cho , Centre of Computational Intelligence, School of Computer Engineering, Nanyang Technological University, N4 02a-32, Singapore 639798
pp. 2250-2255

Echo-state-network-based real-time wind speed estimation for wind power generation (Abstract)

Wei Qiao , Department of Electrical Engineering, University of Nebraska-Lincoln, 68588-0511 USA
pp. 2572-2579

Autoregressive model of the hippocampal representation of events (Abstract)

Andras Lorincz , Department of Information Systems, Eötvös Loránd University, Pázmány P. sétány 1/C, Budapest H-1117, Hungary
Gabor Szirtes , Department of Information Systems, Eötvös Loránd University, Pázmány P. sétány 1/C, Budapest H-1117, Hungary
pp. 1885-1892

Controlled Complete ARMA Independent Process Analysis (Abstract)

Zoltan Szabo , Department of Information Systems, Eötvös Loránd University, Pázmány, P. sétány 1/C, Budapest H-1117, Hungary
Andras Lorincz , Department of Information Systems, Eötvös Loránd University, Pázmány, P. sétány 1/C, Budapest H-1117, Hungary
pp. 3038-3045

Improving gradient-based learning algorithms for large scale feedforward networks (Abstract)

M. Ventresca , Pattern Analysis and Machine Intelligence (PAMI) laboratory and Opposition-Based Learning Groups in the Systems Design Engineering Department, University of Waterloo, Ontario N2L 3
H. R. Tizhoosh , Pattern Analysis and Machine Intelligence (PAMI) laboratory and Opposition-Based Learning Groups in the Systems Design Engineering Department, University of Waterloo, Ontario N2L 3
pp. 3212-3219

Just in time classifiers: Managing the slow drift case (Abstract)

M. Roveri , Politecnico di Milano, Dipartimento di Elettronica e Informazione, Italy
C. Alippi , Politecnico di Milano, Dipartimento di Elettronica e Informazione, Italy
G. Boracchi , Politecnico di Milano, Dipartimento di Elettronica e Informazione, Italy
pp. 114-120

Neural networks and Markov models for the iterated prisoner's dilemma (Abstract)

Donald C. Wunsch , Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, 65409 USA
Rohit Dua , Department of Computer Science, New York Institute of Technology, USA
Samuel Mulder , Sandia National Laboratories, USA
John Seiffertt , Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, 65409 USA
pp. 2860-2866

Discovering novelty in spatio/temporal data using one-class support vector machines (Abstract)

Elsa M. Jordaan , Core Research&Development, Dow Benelux B.V., Terneuzen, The Netherlands
Koen Smets , Department of Mathematics&Computer Science, University of Antwerp, Belgium
Brigitte Verdonk , Department of Mathematics&Computer Science, University of Antwerp, Belgium
pp. 2956-2963

Long-term prediction of time series by combining direct and MIMO strategies (Abstract)

Amaury Lendasse , Department of Information and Computer Science, Helsinki University of Technology, Finland
Antti Sorjamaa , Department of Information and Computer Science, Helsinki University of Technology, Finland
Souhaib Ben Taieb , Machine Learning Group, Computer Science Department, Faculty of Sciences, Université Libre de Bruxelles, Belgium
Gianluca Bontempi , Machine Learning Group, Computer Science Department, Faculty of Sciences, Université Libre de Bruxelles, Belgium
pp. 3054-3061

A neural network and CBR-based model for Sewing Minute Value (Abstract)

Lucas K. C. Lai , Department of Computing, HongKong Polytechnic University, Hung Hom, Kowloon, Hong Kong
James N. K. Liu , Department of Computing, HongKong Polytechnic University, Hung Hom, Kowloon, Hong Kong
pp. 1696-1701

Learning on Class Imbalanced Data to Classify Peer-to-Peer Applications in IP Traffic using Resampling Techniques (Abstract)

Bijan Raahemi , Telfer School of Management, University of Ottawa, 55 Laurier Ave., ON K1N 6N5, Canada
Weicai Zhong , Telfer School of Management, University of Ottawa, 55 Laurier Ave., ON K1N 6N5, Canada
Jing Liu , Institute of Intelligent Information Processing, Xidian University, Xi'an, Shaanxi, 710071, China
pp. 3548-3554

Extracting activated regions of fMRI data using unsupervised learning (Abstract)

Emad Fatemizadeh , Biomedical Signal and Image Processing Laboratory (BiSIPL), Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran
Ali Taalimi , Biomedical Signal and Image Processing Laboratory (BiSIPL), Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran
Heydar Davoudi , Biomedical Signal and Image Processing Laboratory (BiSIPL), Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran
pp. 641-645

A new method to generate color texture images based on HSV and olfactory system bionic model (Abstract)

Zhu Shang-wu , School of software, Hunan University, Changsha, 410082, China
Wang Ru-long , School of software, Hunan University, Changsha, 410082, China
Zhang Jin , School of software, Hunan University, Changsha, 410082, China
Walter J. Freeman , Dept. of Molecular and Cell Biology, University of California at Berkeley, 94720-3206, United States
Li Guang , National Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou, 310027, China
pp. 1446-1449

Harmonic identification using an Echo State Network for adaptive control of an active filter in an electric ship (Abstract)

Jing Dai , School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, 30332, USA
Ganesh K. Venayagamoorthy , Real-Time Power and Intelligent Systems Laboratory, Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, 65409, USA
Ronald G. Harley , School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, 30332, USA
pp. 634-640

Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces (Abstract)

Yiwen Wang , Electrical and Computer Engineering Department, University of Florida, Gainesville, 32611, USA
Jose C. Principe , Electrical and Computer Engineering Department, University of Florida, Gainesville, 32611, USA
Justin C. Sanchez , Department of Pediatrics, Division of Neurology, University of Florida, Gainesville, 32611, USA
pp. 3275-3280

Curiosity driven incremental LDA agent active learning (Abstract)

Seiichi Ozawa , Faculty of Engineering, Kobe University, Japan
Shaoning Pang , Knowledge Engineering&Discovery Research Institute, Auckland University of Technology, Private Bag, 92006, 1020, New Zealand
Nik Kasabov , Knowledge Engineering&Discovery Research Institute, Auckland University of Technology, Private Bag, 92006, 1020, New Zealand
pp. 2401-2408

Coordinated multiple ramps metering based on neuro-fuzzy adaptive dynamic programming (Abstract)

Xuerui Bai , Laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences. 95 Zhongguancun East Road, Haidian District, Beijing 100190, China
Jianqiang Yi , Laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences. 95 Zhongguancun East Road, Haidian District, Beijing 100190, China
Dongbin Zhao , Laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences. 95 Zhongguancun East Road, Haidian District, Beijing 100190, China
pp. 241-248

Joint tracking-registration with linear complexity: An application to range sensors (Abstract)

Yanhua Chen , Department of Computer Science, Wayne State University, Detroit, MI, USA
Shuqing Zeng , Electrical&Controls Integration Laboratory, General Motors R&D Center, 30500 Mound Road, Warren, MI 48090, USA
pp. 3498-3503

Adaptive neural network controller for the flush material Belt Weigh Feeder (Abstract)

Ming-Chin Yang , Department of Electrical Engineering, National Dong Hwa University, Hualien 97401, Taiwan, R.O.C.
Tsung-Ying Sun , Department of Electrical Engineering, National Dong Hwa University, Hualien 97401, Taiwan, R.O.C.
Shang-Jeng Tsai , Department of Electrical Engineering, National Dong Hwa University, Hualien 97401, Taiwan, R.O.C.
Jyun-Sian He , Department of Electrical Engineering, National Dong Hwa University, Hualien 97401, Taiwan, R.O.C.
pp. 3018-3023

Network-Structured Particle Swarm Optimizer considering neighborhood relationships (Abstract)

Yoshifumi Nishio , Department of Electrical and Electronic Engineering, Tokushima University, 770-8506, Japan
Haruna Matsushita , Department of Electrical and Electronic Engineering, Tokushima University, 770-8506, Japan
pp. 2038-2044

Face Recognition using new image representations (Abstract)

Qingchuan Tao , School of Electronics and Information Engineering, Sichuan University, Chengdu, 610064, China
Zhiming Liu , School of Electronics and Information Engineering, Sichuan University, Chengdu, 610064, China
pp. 1871-1876

Learning Bayesian networks to perform feature selection (Abstract)

Fernando J. Von Zuben , Laboratory of Bioinformatics and Bioinspired Computing - LBiC, Department of Computer Engineering and Industrial Automation - DCA, School of Electrical and Computer Engineering - F
Pablo A. D. Castro , Laboratory of Bioinformatics and Bioinspired Computing - LBiC, Department of Computer Engineering and Industrial Automation - DCA, School of Electrical and Computer Engineering - F
pp. 467-473

Single-trial EEG data to classify type and intensity of facial emotion from P100 and N170 (Abstract)

Atsushi Takemoto , Department of Animal Models for Human Disease, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Japan
Nugraha P. Utama , Department of Computational Intelligence and Systems Science, Tokyo Institute of Technology, Japan
Katsuki Nakamura , Department of Animal Models for Human Disease, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Japan
Yasuharu Koike , Precision and Intelligence Laboratory, Kanagawa, Japan
pp. 3156-3163

A novel meta database for relationships between Bioinformatics databases (Abstract)

Emily Richardson , Institute for Animal Health, Compton, Berkshire, RG20 7NN, UK
John Hall , Faculty of Health and Life Sciences, De Montfort University, The Gateway, Leicester, LE1 9BH, UK
Yingjie Yang , Centre for Computational Intelligence, De Montfort University, The Gateway, Leicester, LE1 9BH, UK
pp. 2671-2677

Neural networks to estimate the risk for preeclampsia occurrence (Abstract)

Kypros H. Nikolaides , Harris Birthright Research Centre for Fetal Medicine, King's College Hospital Medical School, Denmark Hill, SE5 8RX, London, United Kingdom
Kleanthis C. Neokleous , Department of Computer Science, University of Cyprus, 75 Kallipoleos, 1678, POBox 20537, Nicosia, CYPRUS
Costas K. Neocleous , Department of Mechanical Engineering, Cyprus University of Technology, Lemesos, CYPRUS
Panagiotis Anastasopoulos , Harris Birthright Research Centre for Fetal Medicine, King's College Hospital Medical School, Denmark Hill, SE5 8RX, London, United Kingdom
Christos N. Schizas , Department of Computer Science, University of Cyprus, 75 Kallipoleos, 1678, POBox 20537, Nicosia, CYPRUS
pp. 2221-2225

Optimal control of communication in energy constrained sensor networks through team theory and Extended RItz Method (Abstract)

Riccardo Zoppoli , Department of Communication, Systems and Computers, University of Genoa, Italy
Marco Baglietto , Department of Communication, Systems and Computers, University of Genoa, Italy
Serena Ivaldi , Department of Communication, Systems and Computers, University of Genoa, Italy
Franco Davoli , Department of Communication, Systems and Computers, University of Genoa, Italy
pp. 1372-1379

Which model to use for the Liquid State Machine? (Abstract)

Eris Chinellato , Robotic Intelligence Lab, Computer Science and Engineering Department, Jaume I University, 12071 Castellon, Spain
Beata J. Grzyb , Robotic Intelligence Lab, Computer Science and Engineering Department, Jaume I University, 12071 Castellon, Spain
Grzegorz M. Wojcik , Institute of Computer Science, Division of Complex Systems and Neurodynamics, Maria Curie-Sklodowska University, 20-601 Lublin, Poland
Wieslaw A. Kaminski , Institute of Computer Science, Division of Complex Systems and Neurodynamics, Maria Curie-Sklodowska University, 20-601 Lublin, Poland
pp. 1018-1024

Using Correntropy as a cost function in linear adaptive filters (Abstract)

Jose C. Principe , Computational NeuroEngineering Laboratory, Department of Electrical and Computer Engineering, University of Florida, Gainesville, 32611, USA
Abhishek Singh , Computational NeuroEngineering Laboratory, Department of Electrical and Computer Engineering, University of Florida, Gainesville, 32611, USA
pp. 2950-2955

Partial logistic artificial neural networks (PLANN) for flexible modeling of censored survival data (Abstract)

Federico Ambrogi , Department of Medical Statistics and Bioinformatics ¿G.A. Maccacaro¿ Università degli Studi di Milano and Istituto Nazionale dei Tumori, Via Vanzetti 5, 20136, Italy
Patrizia Boracchi , Department of Medical Statistics and Bioinformatics ¿G.A. Maccacaro¿ Università degli Studi di Milano and Istituto Nazionale dei Tumori, Via Vanzetti 5, 20136, Italy
Elia M. Biganzoli , Department of Medical Statistics and Bioinformatics ¿G.A. Maccacaro¿ Università degli Studi di Milano and Istituto Nazionale dei Tumori, Via Vanzetti 5, 20136, Italy
pp. 340-346

Robust identification of uncertain nonlinear systems with state constrains by Differential Neural Networks (Abstract)

Alejando Garcia , Department of Automatic Control, CINVESTAV-IPN, AP. 14740, Av. Instituto Politécnico Nacional No. 2508, C.P. 07360, D.F., México
Alexander Poznyak , Department of Automatic Control, CINVESTAV-IPN, AP. 14740, Av. Instituto Politécnico Nacional No. 2508, C.P. 07360, D.F., México
Tatyana Poznyak , Superior School of Chemical Engineering and Extractive Industries (ESIQIE-IPN), Mexico
Isaac Chairez , Profesional Interdisciplinary Unit of Biotechnology (UPIBI-IPN), Barrio la Laguna Ticoman, Mexico
pp. 917-924

Sonar based Simultaneous Localization and Mapping using a Neuro Evolutionary Optimization (Abstract)

Se-Young Oh , Electrical Engineering Department, Pohang University of Science and Technology, San 31, Hyojadong, Namgu, Republic of Korea
Sunhyo Kim , Electrical Engineering Department, Pohang University of Science and Technology, San 31, Hyojadong, Namgu, Republic of Korea
Su-Yong An , Electrical Engineering Department, Pohang University of Science and Technology, San 31, Hyojadong, Namgu, Republic of Korea
Jeong-Gwan Kang , Electrical Engineering Department, Pohang University of Science and Technology, San 31, Hyojadong, Namgu, Republic of Korea
pp. 1516-1523

An integrated approach of particle swarm optimization and support vector machine for gene signature selection and cancer prediction (Abstract)

C. W. Yeung , Centre for Signal Processing, Dept of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong Kong
F. H. F Leung , Centre for Signal Processing, Dept of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong Kong
K. Y. Chan , Digital Ecosystems and Business Intelligence Institute, Curtin University of Technology, Perth, Australia
S. H. Ling , University of Technology, Sydney, NSW, Australia
pp. 3450-3456

Detecting load conditions in human walking using expectation maximization and neural networks (Abstract)

A. Gupta , Computer Science Department, The Pennsylvania State University, USA
pp. 1047-1053

A robust extended Elman backpropagation algorithm (Abstract)

Yeng Chai Soh , School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798
Qing Song , School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798
Lei Zhao , School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798
pp. 2971-2978

Nonlinear synaptic Neural Network for Maximum Flow problems (Abstract)

Mamoru Tanaka , Department of Electrical and Electronics Engineering, Sophia University, 7-1, Kioi-cho, Chiyoda-ku, Tokyo 102-8554, Japan
Hisashi Aomori , Department of Electrical and Electronics Engineering, Sophia University, 7-1, Kioi-cho, Chiyoda-ku, Tokyo 102-8554, Japan
Masatoshi Sato , Department of Electrical and Electronics Engineering, Sophia University, 7-1, Kioi-cho, Chiyoda-ku, Tokyo 102-8554, Japan
pp. 2812-2818

Optimal connectivity in hardware-targetted MLP networks (Abstract)

X. Jin , School of Computer Science, The University of Manchester, UK
S. Welbourne , School of Computer Science, The University of Manchester, UK
A. D. Rast , School of Computer Science, The University of Manchester, UK
S. B. Furber , School of Computer Science, The University of Manchester, UK
pp. 2619-2626

Stable-yet-switchable (SyS) attractor networks (Abstract)

Ali A. Minai , Department of Electrical&Computer Engineering, University of Cincinnati, OH 45221-0030, USA
Subramoniam Perumal , Department of Computer Science, University of Cincinnati, Cincinati, OH 45221-0030, USA
pp. 2509-2516

Identification of moving limb using near infrared spectroscopic signals for brain activation (Abstract)

Wataru Niide , Department of Electrical Engineering, Nagaoka University of Technology, Niigata, JAPAN
Yasuhiro Wada , Department of Electrical Engineering, Nagaoka University of Technology, Niigata, JAPAN
Tadashi Tsubone , Department of Electrical Engineering, Nagaoka University of Technology, Niigata, JAPAN
pp. 2264-2271

Chaotic dynamics in quasi-layered recurrent neural network model and application to complex control via simple rule (Abstract)

Shuhei Kurata , School of Natural Science and Technology, Okayama University, Japan
Shigetoshi Nara , School of Natural Science and Technology, Okayama University, Japan
Ryosuke Yoshinaka , School of Natural Science and Technology, Okayama University, Japan
Yongtao Li , School of Natural Science and Technology, Okayama University, Japan
pp. 1790-1796

Sparse kernel feature analysis using FastMap and its variants (Abstract)

Shigeo Abe , Graduate School of Science and Technology, Kobe University, Japan
Tao Ban , Information Security Research Center, National Institute of Information and Communications Technology, Tokyo, Japan
Youki Kadobayashi , Information Security Research Center, National Institute of Information and Communications Technology, Tokyo, Japan
pp. 256-263

Diversity exploration and negative correlation learning on imbalanced data sets (Abstract)

Xin Yao , School of Computer Science, The University of Birmingham, UK
Shuo Wang , School of Computer Science, The University of Birmingham, UK
Ke Tang , Nature Inspired Computation and Applications Laboratory, the Department of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China
pp. 3259-3266

A novel chaotic spiking neuron and its paralleled spike encoding function (Abstract)

Toru Nishigami , Graduate School of Engineering Science, Osaka University, Japan
Hiroyuki Torikai , Graduate School of Engineering Science, Osaka University, Japan
pp. 3132-3139

A neural network receiver for EM-MWD baseband communication systems (Abstract)

Xiao-Hua Yu , Department of Electrical Engineering, California Polytechnic State University, San Luis Obispo, 93407, USA
Timothy Whitacre , Department of Electrical Engineering, California Polytechnic State University, San Luis Obispo, 93407, USA
pp. 3360-3364

Survival prediction in patients undergoing ischemic cardiopathy (Abstract)

M. Heras , Servicio de Cardiología, Instituto Clínico del Tórax e Institut d'Investigacions Biomédiques Agustí Pi i Sunyer. Hospital Clínic de Barcelona, Spain
R. Magdalena , Intelligent Data Analysis Laboratory (IDAL), at the Department of Electronic Engineering, University of Valencia, Spain. C/ Dr Moliner 50, 46100 Burjassot
J. Caravaca , Intelligent Data Analysis Laboratory (IDAL), at the Department of Electronic Engineering, University of Valencia, Spain. C/ Dr Moliner 50, 46100 Burjassot
G. Sanz , Departamento de Investigación Cardiovascular Tralacional de Nuevas Tecnologías y Terapias. Fundación Centro Nacional de Investigaciones Cardiovasculares Carlos III, Spain
A.J. Serrano , Intelligent Data Analysis Laboratory (IDAL), at the Department of Electronic Engineering, University of Valencia, Spain. C/ Dr Moliner 50, 46100 Burjassot
E. Soria , Intelligent Data Analysis Laboratory (IDAL), at the Department of Electronic Engineering, University of Valencia, Spain. C/ Dr Moliner 50, 46100 Burjassot
J.D. Martin , Intelligent Data Analysis Laboratory (IDAL), at the Department of Electronic Engineering, University of Valencia, Spain. C/ Dr Moliner 50, 46100 Burjassot
J. Gomez , Intelligent Data Analysis Laboratory (IDAL), at the Department of Electronic Engineering, University of Valencia, Spain. C/ Dr Moliner 50, 46100 Burjassot
M. Martinez , Intelligent Data Analysis Laboratory (IDAL), at the Department of Electronic Engineering, University of Valencia, Spain. C/ Dr Moliner 50, 46100 Burjassot
pp. 2979-2982

A new discriminant analysis based on boundary/non-boundary pattern separation (Abstract)

Jin Hee Na , School of Electrical Engineering and Computer Science, Seoul National University, Korea
Myoung Soo Park , School of Electrical Engineering and Computer Science, Seoul National University, Korea
Jin Young Choi , School of Electrical Engineering and Computer Science, Seoul National University, Korea
pp. 2202-2208

A new discriminant analysis for non-normally distributed data based on datawise formulation of scatter matrices (Abstract)

Myoung Soo Park , School of Electrical Engineering and Computer Science, ASRI, Seoul National University, Korea
Jin Young Choi , School of Electrical Engineering and Computer Science, ASRI, Seoul National University, Korea
pp. 2416-2422

Evaluating rank-order code performance using a biologically-derived retinal model (Abstract)

Steve Furber , ICL Professor of Computer Engineering at the School of Computer Science, University of Manchester, UK
Basabdatta Sen , School of Computer Science, University of Manchester, UK
pp. 2867-2874

Online temporal pattern learning (Abstract)

N. Farahmand , Axaya Research Group, Laboratory of Multi-Agent Systems and Distributed Artificial Intelligence, Department of Computer Software Engineering, Bu-Ali Sina University of Hamadan, Ira
M.H. Dezfoulian , Axaya Research Group, Laboratory of Multi-Agent Systems and Distributed Artificial Intelligence, Department of Computer Software Engineering, Bu-Ali Sina University of Hamadan, Ira
A. Mokhtari , Axaya Research Group, Laboratory of Multi-Agent Systems and Distributed Artificial Intelligence, Department of Computer Software Engineering, Bu-Ali Sina University of Hamadan, Ira
A. Nouri , Axaya Research Group, Laboratory of Multi-Agent Systems and Distributed Artificial Intelligence, Department of Computer Software Engineering, Bu-Ali Sina University of Hamadan, Ira
H. GhiasiRad , Axaya Research Group, Laboratory of Multi-Agent Systems and Distributed Artificial Intelligence, Department of Computer Software Engineering, Bu-Ali Sina University of Hamadan, Ira
pp. 797-802

Incremental clustering of gesture patterns based on a self organizing incremental neural network (Abstract)

Shogo Okada , Dept. of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, Japan
Toyoaki Nishida , Dept. of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, Japan
pp. 2316-2322

Quantum Morphogenetic System in image recognition (Abstract)

C.K. Loo , Faculty of Engineering and Technology, Multimedia University, Melaka, Malaysia
G. Resconi , Department of Mathematics and Physica, Catholic University, Brescia, Italy
N.W. Tay , Faculty of Engineering and Technology, Multimedia University, Melaka, Malaysia
pp. 2642-2648

Feedforward artificial neural network to estimate iq of mental retarded people from different psychometric instruments (Abstract)

Santo Di Nuovo , Dipartimento dei Processi Formativi, Università degli Studi di Catania, Via Biblioteca 4, 95124, Italy
Alessandro G. Di Nuovo , Dipartimento di Ingegneria Informatica e della Telecomunicazioni, Università degli Studi di Catania, Viale A. Doria 6, 95125, Italy
Vincenzo Catania , Dipartimento di Ingegneria Informatica e della Telecomunicazioni, Università degli Studi di Catania, Viale A. Doria 6, 95125, Italy
Serafino Buono , Psychology Operative Unit, IRCCS Oasi di Troina, Via Conte Ruggero 73, 94018, Enna, Italy
pp. 690-696

A representative validation of a neural 3G admission control through rules extraction (Abstract)

Fatima de L. P. Duarte Figueiredo , Institute of Informatic at the Pontifical Catholic University from Minas Gerais, Belo Horizonte, Brazil
Anna Izabel J. Tostes Ribeiro , Institute of Informatic at the Pontifical Catholic University from Minas Gerais, Belo Horizonte, Brazil
Luis E. Zarate , Institute of Informatic at the Pontifical Catholic University from Minas Gerais, Belo Horizonte, Brazil
pp. 2664-2670

Function approximation capability of a novel fuzzy flip-flop based neural network (Abstract)

Laszlo T. Koczy , Inst. of Information Technology, Mechanical and Electrical Eng., Széchenyi István University, Gy¿r, Hungary
Rita Lovassy , Inst. of Information Technology, Mechanical and Electrical Eng., Széchenyi István University, Gy¿r, Hungary
Laszlo Gal , Inst. of Information Technology, Mechanical and Electrical Eng., Széchenyi István University, Gy¿r, Hungary
pp. 1900-1907

Tree Architecture Pattern Distributor: a task decomposition classification approach (Abstract)

Victor M. O. Alves , Center of Informatics (CIn), Federal University of Pernambuco (UFPE), Brazil
George D. C. Cavalcanti , Center of Informatics (CIn), Federal University of Pernambuco (UFPE), Brazil
pp. 133-140

Improved security of neural cryptography using don't-trust-my-partner and error prediction (Abstract)

Ahmed M. Allam , Mentor Graphics Egypt 78 Elnozha St., Helioplois, Cairo 11341, Egypt
Hazem M. Abbas , Mentor Graphics Egypt 78 Elnozha St., Helioplois, Cairo 11341, Egypt
pp. 121-127

Evolutionary dimensionality reduction for crack localization in ship structures using a hybrid computational intelligent approach (Abstract)

George Georgoulas , Dept of Computer Applications in Finance and Management, TEI of Ionian Islands, Lefkas, Greece
Vassilios A. Kappatos , Electrical Engineering Department, University of Patras, 26500, Rio, Hellas, USA
Chrysostomos D. Stylios , Laboratory of Knowledge and Intelligent Computing, Dept. of Informatics and Communications Technology, TEI of Epirus, 47100 Artas, Greece
Evangelos S. Dermatas , Electrical Engineering Department, University of Patras, 26500, Rio, Hellas, USA
pp. 1531-1538

Soccer robot identification using Kernel based weighted least squares (Abstract)

Allan M. Marins , Federal University of Rio Grande do Norte, Department of Electrical Engineering, Campus Universitário - Lagoa Nova, 59072-970 - Natal / RN / Brazil
Aldayr D. Araujo , Federal University of Rio Grande do Norte, Department of Electrical Engineering, Campus Universitário - Lagoa Nova, 59072-970 - Natal / RN / Brazil
Samaherni M. Dias , Federal University of Rio Grande do Norte, Department of Electrical Engineering, Campus Universitário - Lagoa Nova, 59072-970 - Natal / RN / Brazil
Adriao D. D. Neto , Federal University of Rio Grande do Norte, Department of Electrical Engineering, Campus Universitário - Lagoa Nova, 59072-970 - Natal / RN / Brazil
pp. 2001-2005

Emotion recognition system using brain and peripheral signals: Using correlation dimension to improve the results of EEG (Abstract)

M. H. Moradi , Biomedical Engineering Faculty, Amirkabir University of Technology, Tehran, Iran
Z. Khalili , Biomedical Engineering Faculty, Amirkabir University of Technology, Tehran, Iran
pp. 1571-1575

CART data analysis to attain interpretability in a Fuzzy Logic Classifier (Abstract)

Guido Vagliasindi , Dipartimento di Ingegneria Elettrica, Elettronica e dei Sistemi, Università degli Studi di Catania, viale A. Doria 6, 95125, Italy
Andrea Murari , Consorzio RFX-Associazione EURATOM ENEA per la Fusione, I-35127 Padova, Italy
Paolo Arena , Dipartimento di Ingegneria Elettrica, Elettronica e dei Sistemi, Università degli Studi di Catania, viale A. Doria 6, 95125, Italy
pp. 3164-3171

Intelligent interfaces for locomotory prosthesis (Abstract)

Eduard Franti , ICIA, 13 Septembrie 13 street, Bucharest, Romania
Monica Dascalu , Politehnica University of Bucharest, 313 Splaiul Independentei Street, Romania
Sanda Osiceanu , Politehnica University of Bucharest, 313 Splaiul Independentei Street, Romania
Adrian Barbilian , Spitalul Militar Central dr. Carol Davila Mircea Vulcanescu Street, Bucharest, Romania
pp. 2374-2379

Ensembles of neural networks with generalization capabilities for vehicle fault diagnostics (Abstract)

Ryan Baker , Ford Motor company, USA
Timothy Feldkamp , Ford Motor company, USA
Ilya Kolmanovsky , Department of Electrical and Computer Engineering at the University of Michigan-Dearborn, 48128, USA
Zhihang Chen , Department of Electrical and Computer Engineering at the University of Michigan-Dearborn, 48128, USA
Mahmoud Abou-Nasr , Ford Motor company, USA
Yi L. Murphey , Department of Electrical and Computer Engineering at the University of Michigan-Dearborn, 48128, USA
pp. 2188-2194

Boundedness and stability for the solutions of impulsive neural networks with time-varying delay (Abstract)

Baotong Cui , College of Communication and Control Engineering, Jiangnan University, Wuxi 214122, China
Xuyang Lou , College of Communication and Control Engineering, Jiangnan University, Wuxi 214122, China
Ruliang Wang , Department of Information Technology, Guangxi Teachers Education University, Nanning 530023, China
pp. 1893-1899

Snap-drift neural network for selecting student feedback (Abstract)

Chrisina Draganova , University of East London, School of Computing, Information Technology and Engineering, Docklands Campus, University Way, E16 2RD, UK
Sin Wee Lee , University of East London, School of Computing, Information Technology and Engineering, Docklands Campus, University Way, E16 2RD, UK
Dominic-Palmer Brown , London Metropolitan University, Faculty of Computing, 166-220 Holloway Road, London N17 8DB, UK
pp. 391-398

An introduction to morphological perceptrons with competitive learning (Abstract)

Estevao Laureano Esmi , Department of Applied Mathematics, University of Campinas, São Paulo, Brazil
Peter Sussner , Department of Applied Mathematics, University of Campinas, São Paulo, Brazil
pp. 3024-3031

Modular Image Principal Component Analysis for face recognition (Abstract)

Tsang Ing Ren , Center of Informatics, Federal University of Pernambuco, Brazil
Jose Francisco Pereira , Center of Informatics, Federal University of Pernambuco, Brazil
George D. C. Cavalcanti , Center of Informatics, Federal University of Pernambuco, Brazil
pp. 2481-2486

Hybrid intelligent system clonart applied to face recognition (Abstract)

Edson C. B. Carvalho Filho , Center of Informatics, Federal University of Pernambuco, Recife, Brazil
Jose Lima Alexandrino , Center of Informatics, Federal University of Pernambuco, Recife, Brazil
George D. C. Cavalcanti , Center of Informatics, Federal University of Pernambuco, Recife, Brazil
pp. 102-107

CpG-discover: A machine learning approach for CpG islands identification from human DNA sequence (Abstract)

Man Lan , Department of Computer Science and Technology, East China Normal University, No.500 Dong Chuan Road, Shanghai 200241, China
Jian Su , Institute for Infocomm Research, 1 Fusionopolis Way, #21-01 Connexis, South Tower, Singapore 138632
Fei Wang , Department of Computer Science and Technology, East China Normal University, USA
Yuan Chen , Department of Computer Science and Technology, East China Normal University, USA
Chew Lim Tan , School of Computing, National University of Singapore, Singapore 117543
Lin Li , Department of Computer Science and Technology, East China Normal University, USA
Ying Zuo , Department of Computer Science and Technology, East China Normal University, USA
Yu Xu , Department of Computer Science and Technology, East China Normal University, USA
pp. 1702-1707

Extraction of distance information from the activity of entorhinal grid cells: a model study (Abstract)

Zsofia Huhn , Department of Biophysics, KFKI Research Institute for Particle and Nuclear Physics of the Hungarian Academy of Sciences, USA
Peter Erdi , Department of Biophysics, KFKI Research Institute for Particle and Nuclear Physics of the Hungarian Academy of Sciences, USA
Tamas Kiss , Department of Biophysics, KFKI Research Institute for Particle and Nuclear Physics of the Hungarian Academy of Sciences, USA
Zoltan Somogyvari , Department of Biophysics, KFKI Research Institute for Particle and Nuclear Physics of the Hungarian Academy of Sciences, USA
pp. 1298-1303

Centroid neural network with Chi square distance measure for texture classification (Abstract)

Vu Thi Lan Huong , Department of Information Engineering, Myong Ji University, YongIn, Korea
Dong-Min Woo , Department of Information Engineering, Myong Ji University, YongIn, Korea
Dong-Chul Park , Department of Information Engineering, Myong Ji University, YongIn, Korea
Yunsik Lee , Korea Electronics Tech. Inst., Songnam, Korea
pp. 1310-1315

Temporal context as cortical spatial codes (Abstract)

Mingmin Chi , School of Computer Science, Fudan University, USA
Juyang Weng , Michigan State University, East Lansing, MI, USA
Yi Shen , School of Computer Science, Fudan University, USA
Xiangyang Xue , School of Computer Science, Fudan University, USA
pp. 3348-3355

Design, modeling, and position control of a single-phase reluctance machine (Abstract)

Wenxin Liu , Center for Advanced Power Systems (CAPS), Florida State University, Tallahassee, 32310 USA
II-Yop Chung , Center for Advanced Power Systems (CAPS), Florida State University, Tallahassee, 32310 USA
Chris S. Edrington , Center for Advanced Power Systems (CAPS), Florida State University, Tallahassee, 32310 USA
Siyu Leng , Center for Advanced Power Systems (CAPS), Florida State University, Tallahassee, 32310 USA
David Cartes , Center for Advanced Power Systems (CAPS), Florida State University, Tallahassee, 32310 USA
pp. 1758-1763

Reinforcement learning of multiple tasks using parametric bias (Abstract)

Yuuya Sugita , RIKEN Brain Science Institute, 2-1 Hirosawa, Wako-shi, 3510198 Saitama, Japan
Jun Tani , RIKEN Brain Science Institute, 2-1 Hirosawa, Wako-shi, 3510198 Saitama, Japan
Leszek Rybicki , Department of Mathematics and Computer Science, Nicolaus Copernicus University, Chopina 12/18, 87-100 Toru
pp. 2732-2739

General regression artificial neural networks for two-phase flow regime identification (Abstract)

Tatiana Tambouratzis , Department of Industrial Management&Technology, University of Piraeus, 107 Deligiorgi St, Piraeus 185 34, Greece
Imre Pazsit , Department of Nuclear Engineering, Chalmers University of Technology, SE-412 Göteborg, Sweden
pp. 3082-3087

Training of recurrent Internal Symmetry Networks by backpropagation (Abstract)

Alan Blair , School of Computer Science and Engineering, University of New South Wales, Sydney 2052, Australia
Guanzhong Li , School of Computer Science and Engineering, University of New South Wales, Sydney 2052, Australia
pp. 353-358

Entropy spatial clustering in epileptic EEG (Abstract)

Nadia Mammone , DIMET, Mediterranean University of Reggio Calabria, Italy
Francesco C. Morabito , DIMET, Mediterranean University of Reggio Calabria, Italy
Fabio La Foresta , DIMET, Mediterranean University of Reggio Calabria, Italy
Mario Versaci , DIMET, Mediterranean University of Reggio Calabria, Italy
Giuseppina Inuso , DIMET, Mediterranean University of Reggio Calabria, Italy
pp. 1981-1986

Emergence of perceptual states in nonlinear lattices: A new computational model for perception (Abstract)

Paolo Arena , Dipartimento di Ingegneria Elettrica, Elettronica e dei Sistemi, Universitá degli Studi di Catania, Italy
Davide Lombardo , Dipartimento di Ingegneria Elettrica, Elettronica e dei Sistemi, Universitá degli Studi di Catania, Italy
Sebastiano De Fiore , Dipartimento di Ingegneria Elettrica, Elettronica e dei Sistemi, Universitá degli Studi di Catania, Italy
Luca Patane , Dipartimento di Ingegneria Elettrica, Elettronica e dei Sistemi, Universitá degli Studi di Catania, Italy
pp. 191-198

A modified sparse distributed memory model for extracting clean patterns from noisy inputs (Abstract)

Hongying Meng , Department of Computing and Informatics, University of Lincoln, UK
Nigel Priestley , E2V Technologies PLC, Lincoln, UK
Andrew Hunter , Department of Computing and Informatics, University of Lincoln, UK
Kofi Appiah , Department of Computing and Informatics, University of Lincoln, UK
Cy Pettit , E2V Technologies PLC, Lincoln, UK
Shigang Yue , Department of Computing and Informatics, University of Lincoln, UK
Mervyn Hobden , E2V Technologies PLC, Lincoln, UK
Peter Hobden , E2V Technologies PLC, Lincoln, UK
pp. 2084-2089

SERA: Selectively recursive approach towards nonstationary imbalanced stream data mining (Abstract)

Sheng Chen , Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, NJ 07030, USA
Haibo He , Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, NJ 07030, USA
pp. 522-529

Neural architectures for thinking, reasoning and being conscious (Abstract)

John G. Taylor , King's College, University of London, UK
Matthew Hartley , King's College, University of London, UK
pp. 3104-3110

A novel portfolio optimization method for foreign currency investment (Abstract)

Rajarathnam Chandramouli , Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, New Jersey 07030, USA
Haibo He , Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, New Jersey 07030, USA
Yuan Cao , Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, New Jersey 07030, USA
pp. 439-445

Community self-organizing map and its application to data extraction (Abstract)

Haruna Matsushita , Department of Electrical and Engineering, University of Tokushima, Japan
Taku Haraguchi , Department of Electrical and Engineering, University of Tokushima, Japan
Yoshifumi Nishio , Department of Electrical and Engineering, University of Tokushima, Japan
pp. 1107-1114

A neural model for the adaptive control of saccadic eye movements (Abstract)

Cornelius Weber , Frankfurt Institute for Advanced Studies (FIAS), Johann Wolfgang Goethe University, Frankfurt/Main, Germany
Sohrab Saeb , Frankfurt Institute for Advanced Studies (FIAS), Johann Wolfgang Goethe University, Frankfurt/Main, Germany
Jochen Triesch , Frankfurt Institute for Advanced Studies (FIAS), Johann Wolfgang Goethe University, Frankfurt/Main, Germany
pp. 2740-2747

Compact floating-gate learning array with STDP (Abstract)

Paul Hasler , Georgia Institute of Technology, Atlanta, 30332, USA
Mika Laiho , Department of Information Technology, Microelectronics Laboratory, University of Turku, FIN-20014, Finland
Mikko Pankaala , Department of Information Technology, Microelectronics Laboratory, University of Turku, FIN-20014, Finland
pp. 2409-2415

Information theoretical algorithm based on statistical models for blind identification of nonstationary dynamical systems (Abstract)

Paolo Crippa , DIBET - Department of Biomedical Engineering, Electronics and Telecommunications, Università Politecnica delle Marche, via Brecce Bianche, I-60131 Ancona, Italy
Claudio Turchetti , DIBET - Department of Biomedical Engineering, Electronics and Telecommunications, Università Politecnica delle Marche, via Brecce Bianche, I-60131 Ancona, Italy
Francesco Gianfelici , DIBET - Department of Biomedical Engineering, Electronics and Telecommunications, Università Politecnica delle Marche, via Brecce Bianche, I-60131 Ancona, Italy
pp. 612-618

Rotor flux and torque estimator for vector controlled induction drive using ANN (Abstract)

D. D. Neema , CSV Technical University, Bhilai (C.G.), India
R. N. Patel , Dept. of Electrical and Electronics Engineering, SSCET, Bhilai (C.G.), India
A. S. Thoke , Dept. of Electrical Engineering, NIT Raipur (C.G.), India
pp. 2215-2220

Piecewise multi-classification support vector machines (Abstract)

Olutayo O. Oladunni , Accenture Technology Labs, Accenture, Chicago, IL 60601 USA
Gaurav Singhal , Accenture Technology Solutions, Accenture, Chicago, IL 60601 USA
pp. 2323-2330

Predicting final extent of ischemic infarction using an artificial neural network analysis of multiparametric MRI in patients with stroke (Abstract)

M. Chopp , Dept. Neurology, Henry Ford Hospital, Physics Dept., Oakland U, USA
P. D. Mitsias , Dept. Neurology, Henry Ford Hospital, Wayne State University, Detroit MI, USA
H. Bagher-Ebadian , Dept. Neurology, Henry Ford Hospital, Detroit, MI 48202, USA
J. R. Ewing , Neurology, Henry Ford Hospital, Depts. Physiology and Neurology, Wayne State University, USA
H. Soltanian-Zadeh , Dept. Diagnostic Radiology, Henry Ford Hospital, USA
K. Jafari-Khouzani , Dept. Diagnostic Radiology, Henry Ford Hospital, USA
pp. 229-235

SOMSO: A self-organizing map approach for spatial outlier detection with multiple attributes (Abstract)

Haibo He , Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, NJ 07030 USA
Hong Man , Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, NJ 07030 USA
Qiao Cai , Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, NJ 07030 USA
pp. 425-431

An artificial neural network based heterogeneous panel unit root test in case of cross sectional independence (Abstract)

Christian de Peretti , Laboratory SAF, ISFA, University Claude Bernard Lyon 1, France
Mario Cerrato , Department of Economics, University of Glasgow, UK
Carole Siani , MA2D Team, Department of computer Science, University Claude Bernard Lyon 1, France
pp. 2487-2493

Learning the number of gaussian components using hypothesis test (Abstract)

Gyeongyong Heo , Department of Computer and Information Science and Engineering, University of Florida, Gainesville, 32611, USA
Paul Gader , Department of Computer and Information Science and Engineering, University of Florida, Gainesville, 32611, USA
pp. 1206-1212

Rain rate retrieval by processing the observations of the 85<inf>V</inf> and 85<inf>H</inf> GHz channels of the SSM/I and TMI passive microwave sensors (Abstract)

Chavarria M. A. Perez , Instituto de Investigaciones Oceanológicas, Universidad Autónoma de Baja California, Ensenada B.C. México
F. Badran , CNAM, Paris, France
C. Mejia , IPSL/LOCEAN, Université. Paris 6, 75252, France
M. Crepon , IPSL/LOCEAN, Université. Paris 6, 75252, France
S. Thiria , IPSL/LOCEAN, Université. Paris 6, 75252, France
C. Mallet , IPSL/CETP, Université de Versailles/Saint Quentin, France
pp. 511-517

Robust kernel PCA using fuzzy membership (Abstract)

Gyeongyong Heo , Department of Computer and Information Science and Engineering, University of Florida, Gainesville, 32611, USA
Paul Gader , Department of Computer and Information Science and Engineering, University of Florida, Gainesville, 32611, USA
Hichem Frigui , Department of Computer Engineering and Computer Science, University of Louisville, KY 40292, USA
pp. 1213-1220

Diffusive coupled cyclic negative feedback systems (Abstract)

Valentina Lanza , Department of Physics, Politecnico di Torino, I-10129, Italy
Fernando Corinto , Department of Electronics, Politecnico di Torino, I-10129, Italy
Marco Gilli , Department of Electronics, Politecnico di Torino, I-10129, Italy
pp. 1714-1721

Neuronal network identification of a wastewater treatment prototype (Abstract)

C. Cadet , Institute National Polytechnique de Grenoble, GIPSA-lab Department of control systems BP 46-38402 St-Martin d'Hères Cedex, France
R. Carrasco , CINVESTAV, Unidad Guadalajara, Av. Cientifica 1145, Col, El bajío, Zapopán, Jal., C.P. 45010, México
E.N. Sanchez , CINVESTAV, Unidad Guadalajara, Av. Cientifica 1145, Col, El bajío, Zapopán, Jal., C.P. 45010, México
pp. 460-466

Emotions, language, and Sapir-Whorf hypothesis (Abstract)

Leonid I. Perlovsky , Harvard University, Cambridge, MA 02138 USA
pp. 2501-2508

An observer-based neural networks control scheme for nonlinear systems (Abstract)

P. Yadmellat , Amirkabir University of Technology, Tehran, Iran
H. A. Talebi , Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran
pp. 3412-3419

High Order Neural Networks for wind speed time series prediction (Abstract)

Edgar N. Sanchez , CINVESTAV, Unidad Guadalajara, Apartado Postal 31-438, Plaza La Luna, Guadalajara, Jalisco, C.P. 45091, Mexico
Luis J. Ricalde , UADY, Faculty of Engineering, Av. Industrias no Contaminantes por Periferico Norte Apdo. Postal 115 Cordemex, Merida, Yucatan, Mexico
Alma Y. Alanis , CUCEI, Universidad de Guadalajara, Apartado Postal 51-71, Col. las aguilas, C.P. 45080, Zapopan, Jalisco, Mexico
pp. 76-80

Neural network identification of a double fed induction generator prototype (Abstract)

E. N. Sanchez , Cinvestav, Guadalajara. Av. Científica No. 1145, Col. El Bajío; Zapopan, Jalisco, México
A. G. Loukianov , Cinvestav, Guadalajara. Av. Científica No. 1145, Col. El Bajío; Zapopan, Jalisco, México
R. Ruiz , Cinvestav, Guadalajara. Av. Científica No. 1145, Col. El Bajío; Zapopan, Jalisco, México
pp. 2778-2783

Evolving granular classification neural networks (Abstract)

Pyramo Costa , Graduate Program in Electrical Engineering, Catholic University of Minas Gerais, Brazil
Fernando Gomide , Faculty of Electrical and Computer Engineering, University of Campinas, Brazil
Daniel F. Leite , Faculty of Electrical and Computer Engineering, University of Campinas, Brazil
pp. 1736-1743

A stochastic neural model for fast classification of binary images (Abstract)

Aluizio F. R. Araujo , Informatics Center, Federal University of Pernambuco, Recife, Pernambuco, Brazil
Glauber M. Pires , Informatics Center, Federal University of Pernambuco, Recife, Pernambuco, Brazil
pp. 2547-2552

Representation and feature selection using multiple kernel learning (Abstract)

C. Chandra Sekhar , Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai-36, India
A. D. Dileep , Department of Computer Science and Engineering, Indian Institute of Technology Madras, Chennai-36, India
pp. 717-722

How to deal with inhomogeneous outputs and high dimensionality of neural network emulations of model physics in numerical climate and weather prediction models (Abstract)

Shrinivas Moorthi , Environmental Modeling Center of the National, Centers for Environmental Prediction, Camp Springs, MD 20746 USA
Todd Spindler , Environmental Modeling Center of the National, Centers for Environmental Prediction, Camp Springs, MD 20746 USA
Stephen J. Lord , Environmental Modeling Center of the National, Centers for Environmental Prediction, Camp Springs, MD 20746 USA
Vladimir M. Krasnopolsky , Environmental Modeling Center of the National, Centers for Environmental Prediction, Camp Springs, MD 20746 USA
pp. 1668-1673

Rapid and direct quantification of longitudinal relaxation time (T<inf>1</inf>) in look-locker sequences using an adaptive neural network (Abstract)

J. R. Ewing , Department of Neurology, Henry Ford Hospital, Detroit, MI 48202, USA
R. Paudyal , Department of Neurology, Henry Ford Hospital, Detroit, MI 48202, USA
Q. Jiang , Department of Neurology, Henry Ford Hospital, Detroit, MI 48202, USA
T. Mikkelsen , Department of Neurology, Henry Ford Hospital, Detroit, MI 48202, USA
H. Bagher-Ebadian , Department of Neurology, Henry Ford Hospital, Detroit, MI 48202, USA
pp. 236-240

Discrete time recurrent neural network observer (Abstract)

I. Salgado , IPIBI-IPN México D.F., Mexico
I. Chairez , IPIBI-IPN México D.F., Mexico
pp. 2764-2770

Bimal: Bipartite matching alignment for the contact map overlap problem (Abstract)

Klaus Obermayer , Department of Electrical Engineering and Computer Science, Berlin University of Technology, Germany
Brijnesh J. Jain , Department of Electrical Engineering and Computer Science, Berlin University of Technology, Germany
pp. 1394-1400

One-Against-All-based multiclass SVM strategies applied to vehicle plate character recognition (Abstract)

Tiago C. Mota , Informatics Postgraduate Program (PPGI), Mathematics Institute (IM), Federal University of Rio de Janeiro (UFRJ), Brazil
Antonio Carlos G. Thome , Informatics Postgraduate Program (PPGI), Mathematics Institute (IM), Federal University of Rio de Janeiro (UFRJ), Brazil
pp. 2153-2159

Fixed-Weight learning Neural Networks on Optical Hardware (Abstract)

Emmett Redd , Department of Physics, Astronomy and Materials Science, Missouri State University, USA
A. Steven Younger , Jordan Valley Innovation Center, Missouri State University, Springfield, MO 65897 USA
pp. 3457-3463

Climatic data neural representation for large territorial extensions: Case study for the State of Minas Gerais (Abstract)

Enock T. Santos , Pontifical Catholic University of Minas Gerais, Brasil
Elizabeth M. D. Pereira , Pontifical Catholic University of Minas Gerais, Brasil
Luis E. Zarate , Pontifical Catholic University of Minas Gerais, Brasil
pp. 2792-2797

Intelligent clinical decision supports for interferon treatment in chronic hepatitis C and B based on i-biopsy (Abstract)

Alexandru George Floares , SAIA - Solutions of Artificial Intelligence, Applications, and with IOCN - Oncological Institute Cluj-Napoca, Romania
pp. 855-860

Bounded-time system identification under neuro-sliding training (Abstract)

Pablo Zegers , Electrical Engineering Department, Universidad de Chile, Chile
Vicente Parra-Vega , Electrical Engineering Department, CINVESTAV-Saltillo, Mexico
Rodolfo Garcia-Rodriguez , Electrical Engineering Department, Universidad de Chile, Chile
pp. 932-937

Multiple alignment of contact maps (Abstract)

Brijnesh J. Jain , Department of Electrical Engineering and Computer Science, Berlin University of Technology, Germany
Michael Lappe , Max Planck Institute for Molecular Genetics, Berlin, Germany
Henning Stehr , Max Planck Institute for Molecular Genetics, Berlin, Germany
Klaus Obermayer , Department of Electrical Engineering and Computer Science, Berlin University of Technology, Germany
pp. 1401-1406

BISAR: Boosted input selection algorithm for regression (Abstract)

Kevin Bailly , UPMC Univ Paris 06, CNRS, UMR 7222, ISIR, Institut des Systèmes Intelligents et de Robotique, F-75005, France
Maurice Milgram , UPMC Univ Paris 06, CNRS, UMR 7222, ISIR, Institut des Systèmes Intelligents et de Robotique, F-75005, France
pp. 249-255

Neural numerical modeling for uncertain distributed parameter systems (Abstract)

I. Chairez , UPIBI-IPN, Bioelectronics Department, Mexico
A. Poznyak , México City, CINVESTAV-IPN, Authomatic Control Department, Mexico
T. Poznyak , ESIQIE-IPN, SEPI, Mexico
R. Fuentes , México City, CINVESTAV-IPN, Authomatic Control Department, Mexico
pp. 909-916

Analysis of hyperspectral data with diffusion maps and Fuzzy ART (Abstract)

Rui Xu , Applied Computational Intelligence Laboratory, Department of Electrical&Computer Engineering, Missouri University of Science and Technology, 65409 USA
Michael Sears , School of Computer Science, University of the Witwatersrand, Johannesburg, South Africa
Steven Damelin , Department of Mathematical Sciences, Georgia Southern University, Statesboro, 30460 USA
Donald C. Wunsch , Department of Electrical&Computer Engineering, Missouri University of Science&Technology, Rolla, 65409 USA
Louis du Plessis , School of Computational and Applied Mathematics, University of the Witwatersrand, Johannesburg, South Africa
pp. 3390-3397

Neural networks with asymmetric activation function for function approximation (Abstract)

Gecynalda S. da S. Gomes , Centre of Informatics, The Federal University of Pernambuco, Recife, Brazil
Teresa B. Ludermir , Centre of Informatics, The Federal University of Pernambuco, Recife, Brazil
Leandro M. Almeida , Centre of Informatics, The Federal University of Pernambuco, Recife, Brazil
pp. 980-987

Hardware implementation of Spiking Neural Network classifiers based on backpropagation-based learning algorithms (Abstract)

Cesar Torres-Huitzil , Information Technology Department, Polytecnic University of Victoria, Ciudad Victoria, Tamaulipas, Mexico
Miguel Arias-Estrada , Computer Science Department, National Institute for Astrophysics, Optics and Electronics (INAOE), Puebla, Mexico
Marco Aurelio Nuno-Maganda , Computer Science Department, National Institute for Astrophysics, Optics and Electronics (INAOE), Puebla, Mexico
Bernard Girau , CORTEX-TEAM, LORIA-INRIA Grand Est Campus Scientifique, B. P. 239, Vandoeuvre-les-Nancy Cedex, France
pp. 2294-2301

Feed-forward network training using optimal input gains (Abstract)

Michael Manry , Electrical Engineering Department, University of Texas at Arlington, 76010, USA
Sanjeev S. Malalur , Electrical Engineering Department, University of Texas at Arlington, 76010, USA
pp. 1953-1960

The usage of Artificial Neural Networks in the classification and forecast of potable water consumption (Abstract)

Andre Luis de Oliveira Andrade , Applied Computational Intelligence Laboratory and Computer Science, the Pontifical Catholic University of Minas Gerais, Belo Horizonte, Brazil
Diego Marinho de Oliveira , Applied Computational Intelligence Laboratory and Computer Science, the Pontifical Catholic University of Minas Gerais, Belo Horizonte, Brazil
Luis Enrique Zarate , Applied Computational Intelligence Laboratory and Computer Science Teacher's, the Pontifical Catholic University of Minas Gerais, Belo Horizonte, Brazil
Cristiane Neri Nobre , Applied Computational Intelligence Laboratory and Computer Science Teacher's, the Pontifical Catholic University of Minas Gerais, Belo Horizonte, Brazil
pp. 2331-2338

Creating an ensemble of diverse support vector machines using Adaboost (Abstract)

Naiyan Hari Candido Lima , Departament of Computer Engineering and Automation, Universidade Federal do Rio Grande do Norte, Brazil
Adriao Duarte Doria Neto , Departament of Computer Engineering and Automation, Universidade Federal do Rio Grande do Norte, Brazil
Jorge Dantas de Melo , Departament of Computer Engineering and Automation, Universidade Federal do Rio Grande do Norte, Brazil
pp. 1802-1806

A model of cooperative agent based on imitation and Maslow's Pyramid of needs (Abstract)

Moga Sorin , Institut TELECOM; TELECOM Bretagne; UMR CNRS 3192 Lab-STICC LUSSI, Technople Brest Iroise CS 83818 29238 Cedex 3 FRANCE
Le Guen Herve , Institut TELECOM; TELECOM Bretagne; UMR CNRS 3192 Lab-STICC LUSSI, Technople Brest Iroise CS 83818 29238 Cedex 3 FRANCE
pp. 1229-1236

Hand movement recognition for Brazilian Sign Language: A study using distance-based neural networks (Abstract)

Thiago Rocha , School of Arts, Sciences and Humanities, at University of São Paulo, Brazil
Helton H. Biscaro , School of Arts, Sciences and Humanities, at University of São Paulo, Brazil
Renata C. B. Madeo , School of Arts, Sciences and Humanities, at University of São Paulo, Brazil
Daniel B. Dias , School of Arts, Sciences and Humanities, at University of São Paulo, Brazil
Sarajane M. Peres , School of Arts, Sciences and Humanities, at University of São Paulo, Brazil
pp. 697-704

Design of artificial neural networks using a modified Particle Swarm Optimization algorithm (Abstract)

Roberto A. Vazquez , Center for Computer Research, National Polytechnic Institute CIC-IPN, Mexico City, DF 07738 MEXICO
Beatriz A. Garro , Center for Computer Research, National Polytechnic Institute CIC-IPN, Mexico City, DF 07738 MEXICO
Humberto Sossa , Center for Computer Research, National Polytechnic Institute CIC-IPN, Mexico City, DF 07738 MEXICO
pp. 938-945

Adaptive Local Hyperplane for regression tasks (Abstract)

Tao Yang , University of Auckland, Faculty of Engineering, New Zealand
Vojislav Kecman , Virginia Commonwealth University, School of Engineering, Computer Science Department, Richmond, 23220-5631, USA
pp. 1566-1570

Benchmarking reservoir computing on time-independent classification tasks (Abstract)

Jonathan Linton , University of Ottawa, Telfer School of Management, Canada
Mark J. Embrechts , Rensselaer Polytechnic Institute - Decision Sciences and Engineering Systems CII 5219, Troy, NY 12180, USA
Luis A. Alexandre , Department of Informatics, Univ. Beira Interior, and the Instituto de Telecomunicações, Covilhã, Portugal
pp. 89-93

Using weak supervision in learning Gaussian mixture models (Abstract)

Soumya Ghosh , Department of Computer Science, University of Colorado, Boulder, 80309, USA
Burton Andrews , Research and Technology Center, Robert Bosch LLC, Pittsburgh, PA 15212, USA
Soundararajan Srinivasan , Research and Technology Center, Robert Bosch LLC, Pittsburgh, PA 15212, USA
pp. 973-979

Bidirectional Associative Memories, Self-Organizing Maps and k-Winners-Take-All: Uniting feature extraction and topological principles (Abstract)

Dominic Langlois , School of Psychology, University of Ottawa, 550 Cumberland Rd, ON, K1N6N5, Canada
Gyslain Giguere , Département d'informatique, Université du Québec à Montréal, C.P. 8888, Succ. CV, H3C 3P8, Canada
Sylvain Chartier , School of Psychology, University of Ottawa, 550 Cumberland Rd, ON, K1N6N5, Canada
Rana Sioufi , School of Psychology, University of Ottawa, 550 Cumberland Rd, ON, K1N6N5, Canada
pp. 503-510

Image processing for eye detection and classification of the gaze direction (Abstract)

Adriao D. D. Neto , Department of Computation and Automation of Federal University of Rio Grande do Norte, CEP: 59072-970, Natal, Brazil
Ana M. G. Guerreiro , Department of Computation and Automation of Federal University of Rio Grande do Norte, CEP: 59072-970, Natal, Brazil
Helton M. Peixoto , Federal University of Rio Grande do Norte, CEP: 59072-970, Natal, Brazil
pp. 2475-2480

Temporal semantics: An Adaptive Resonance Theory approach (Abstract)

M.J. Healy , Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, USA
M.L. Bernard , Sandia National Laboratories, Albuquerque, New Mexico, USA
S.J. Verzi , Sandia National Laboratories, Albuquerque, New Mexico, USA
J.D. Morrow , Sandia National Laboratories, Albuquerque, New Mexico, USA
T.P. Caudell , Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, USA
S.E. Taylor , Sandia National Laboratories, Albuquerque, New Mexico, USA
C.M. Vineyard , Sandia National Laboratories, Albuquerque, New Mexico, USA
pp. 3111-3117

Combining Artificial Neural Network and Particle Swarm System for time series forecasting (Abstract)

Rodrigues L. J. Aranildo , Department of Statistics and Informatics, Federal Rural University of Pernambuco, Recife, PE - Brazil, 52171-900
Paulo S. G. de M. Neto , Center for Informatics, Federal University of Pernambuco, Recife, PE - Brazil, 50732-970
Tiago A. E. Ferreira , Department of Statistics and Informatics, Federal Rural University of Pernambuco, Recife, PE - Brazil, 52171-900
Gustavo G. Petry , Center for Informatics, Federal University of Pernambuco, Recife, PE - Brazil, 50732-970
pp. 2230-2237

Synthesis of crossed dipole frequency selective surfaces using genetic algorithms and artificial neural networks (Abstract)

Rossana M. S. Cruz , Federal University of Rio Grande do Norte, CEP: 59072-970, Natal, Brazil
Paulo H. da F. Silva , Federal Center of Technological Education of Paraíba, CEP: 58015-430, João Pessoa - PB, Brazil
Adaildo G. D'Assuncao , Electrical Engineering Department, Federal University of Rio Grande do Norte, CEP: 59072-970, Natal, Brazil
pp. 627-633

A prime step in the time series forecasting with hybrid methods: The fitness function choice (Abstract)

Paulo S. G. de Mattos Neto , Center for Informatics, Federal University of Pernambuco, Av. Prof. Luiz Freire, s/n, CDU, 50732-970 Recife, Brazil
Aranildo Rodrigues L. J. , Federal Rural University of Pernambuco, R. Dom Manoel de Medeiros, s/n, Dois Irmaos, 52171-900 Recife, Brazil
Tiago A. E. Ferreira , Federal Rural University of Pernambuco, R. Dom Manoel de Medeiros, s/n, Dois Irmaos, 52171-900 Recife, Brazil
pp. 2703-2710

Fusion and mining spatial data in cyber-physical space with Dynamic Logic of Phenomena (Abstract)

Leonid Perlovsky , Harvard University and the Air Force Research Laboratory, 80 Scott Drive, Hanscom AFB, MA 01731-2909, USA
Boris Kovalerchuk , Dept. of Computer Science, Central Washington University, Ellensburg, 98926-7520 USA
pp. 1660-1667

Agents in neural uncertainty (Abstract)

Germano Resconi , Department of Mathematics and Physics, Catholic University Brescia, I-25121, Italy
Boris Kovalerchuk , Department of Mathematics and Physics, Catholic University Brescia, I-25121, Italy
pp. 2649-2656

Recognition and classification of P300s in EEG signals by means of feature extraction using wavelet decomposition (Abstract)

B. Dal Seno , Politecnico di Milano, Dipartimento di Elettronica e Informazione, IIT unit, Via Ponzio 34/5, 20133, Italy
S. Costagliola , Politecnico di Milano, Dipartimento di Elettronica e Informazione, IIT unit, Via Ponzio 34/5, 20133, Italy
M. Matteucci , Politecnico di Milano, Dipartimento di Elettronica e Informazione, IIT unit, Via Ponzio 34/5, 20133, Italy
pp. 597-603

A dynamical connectionist model of idea generation (Abstract)

Ali A. Minai , Department of Electrical&Computer Engineering, University of Cincinnati, OH 45221-0030, USA
Divyachapan Padur , Department of Electrical&Computer Engineering, University of Cincinnati, OH 45221-0030, USA
Simona Doboli , Department of Computer Science, Hofstra University, Hempstead, NY 11549, USA
Laxmi R. Iyer , Department of Computer Science, University of Cincinnati, OH 45221-0030, USA
pp. 2109-2116

On speeding up computation in information theoretic learning (Abstract)

Sohan Seth , Computational Neuro-Engineering Laboratory, University of Florida, Gainesville, USA
Jose C. Principe , Computational Neuro-Engineering Laboratory, University of Florida, Gainesville, USA
pp. 2883-2887

Neural learning of Kalman filtering, Kalman control, and system identification (Abstract)

Ralph Linsker , IBM T. J. Watson Research Center, PO Box 218, Yorktown Heights, NY 10598, USA
pp. 1835-1842

Detection of articulation disorders using Empirical Mode Decomposition and neural networks (Abstract)

Voula C. Georgopoulos , Dept. of Speech and Language Therapy, TEI of Patras, Koukouli, Greece
George D. Stylios , Dept of Computer Applications in Finance and Management, TEI of Ionian Islands, Lefkas, Greece
George Georgoulas , Dept of Computer Applications in Finance and Management, TEI of Ionian Islands, Lefkas, Greece
Chrysostomos D. Stylios , Laboratory of Knowledge and Intelligent Computing, Dept. of Informatics and Communications Technology, TEI of Epirus, 47100 Artas, Kostakioi, Greece
pp. 959-964

Constructing clinical scoring systems to determine the need for an oral glucose tolerance test (Abstract)

Carl Leonard , National Institutes of Health Clinical Center, Bethesda, MD 20892-1172 USA
Jim DeLeo , National Institutes of Health Clinical Center, Bethesda, MD 20892-1172 USA
Anne E. Sumner , National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda MD 20892 USA
pp. 657-662

Stochastic orthogonal and nonorthogonal subspace basis pursuit (Abstract)

Jason C. Isaacs , Naval Surface Warfare Center, Panama City FL 32407 USA
pp. 1343-1348

A parallel hybrid implementation using genetic algorithm, GRASP and reinforcement learning (Abstract)

Adriao Duarte Doria Neto , Department of Automation and Control, of the Federal University of Rio Grande do Norte, Brazil
Jorge Dantas de Melo , Department of Automation and Control, of the Federal University of Rio Grande do Norte, Brazil
Francisco Chagas de Lima , Department of Computing of the State University of Rio Grande do Norte and College of Science and Technology Mater Christi, Brazil
Rafael Marrocos Magalhaes , Department of Automation and Control, of the Federal University of Rio Grande do Norte, Brazil
Joao Paulo Queiroz dos Santos , Department of Automation and Control, of the Federal University of Rio Grande do Norte, Brazil
pp. 2798-2803

On classifiability of wavelet features for EEG-based brain-computer interfaces (Abstract)

Jesse Sherwood , Computational Intelligence and Bio-Identification Technology (CIBIT) Laboratory of the Electrical and Computer Engineering Department at the University of Missouri at Kansas City,
Reza Derakhshani , UMKC School of Computing and Engineering, USA
pp. 2895-2902

Chaotic model with data assimilation using NARX network (Abstract)

Dimitri Solomatine , Hydroinformatics at UNESCO-IHE Institute for Water Education and at Water Resources Section, Delft University of Technology, The Netherlands
Michael Siek , Hydroinformatics at UNESCO-IHE Institute for Water Education, P.O. Box 3015, 2601 DA Delft, The Netherlands
pp. 2928-2935

Investigating the properties of optimal sensory and motor synergies in a nonlinear model of arm dynamics (Abstract)

Hamidreza Bayati , Department of Electrical Engineering, Sharif University of Technology, Iran
Bijan Vosoughi Vahdat , Department of Electrical Engineering, Sharif University of Technology, Iran
Shahabeddin Vahdat , Department of Kinesiology and Physical Education, McGill University, USA
pp. 272-279

Feed-forward Artificial Neural Network based inference system applied in bioinformatics data-mining (Abstract)

Mauricio U. Leiva , Departamento de Ingeniería Informática, Universidad Técnica Federico Santa María, Santiago, Chile
Lioubov Dombrovskaia , Departamento de Ingeniería Informática, Universidad Técnica Federico Santa María, Santiago, Chile
Loreine C. Agullo , Millennium Nucleus EMBA, Departamento de Química, Universidad Técnica Federico Santa María, Valparaíso, Chile
Tomas V. Arredondo , Departamento de Electrónica, Universidad Técnica Federico Santa María, Valparaiso, Chile
Diego C. Candel , Departamento de Ingeniería Informática, Universidad Técnica Federico Santa María, Santiago, Chile
Michael P. Seeger , Millennium Nucleus EMBA, Departamento de Química, Universidad Técnica Federico Santa María, Valparaíso, Chile
Felix M. Vasquez , Departamento de Ingeniería Informática, Universidad Técnica Federico Santa María, Santiago, Chile
pp. 1744-1749

Hybrid intelligent immune system using Radial Basis Function applied to Time Series Analysis (Abstract)

Jose Lima Alexandrino , Center of Informatics, Federal University of Pernambuco, Recife, Brazil
Edson C. B. Carvalho Filho , Center of Informatics, Federal University of Pernambuco, Recife, Brazil
Cleber Zanchettin , Center of Informatics, Federal University of Pernambuco, Recife, Brazil
pp. 94-101

A simple overcomplete ICA algorithm by non-orthogonal pair optimizations (Abstract)

Yoshitatsu Matsuda , Department of Integrated Information Technology, Aoyama Gakuin University, 5-10-1 Fuchinobe, Sagamihara-shi, Kanagawa, 229-8558, Japan
Kazunori Yamaguchi , Department of General Systems Studies, The University of Tokyo, Japan
pp. 2027-2031

Computational implications of microcircuit specializations in forebrain circuits for motivated action selection (Abstract)

Daniel Bullock , Cognitive&Neural Systems Department and the Program in Neuroscience at Boston University, MA 02215 USA
Can Ozan Tan , Harvard Medical School and Spaulding Rehabilitation Hospital, 125 Nashua Street, Boston, MA 02114, USA
pp. 401-407

Effects of relevant and irrelevant primes on idea generation: A computational model (Abstract)

Laxmi R. Iyer , Department of Computer Science, University of Cincinnati, OH 45221, USA
Paul B. Paulus , College of Science, University of Texas Arlington, 76019, USA
Ali A. Minai , Department of Electrical and Computer Engineering, University of Cincinnati, OH 45221, USA
Vincent R. Brown , Department of Psychology, Hofstra University, Hempstead, NY11549, USA
Simona Doboli , Department of Computer Science, Hofstra University, Hempstead, NY11549, USA
pp. 1380-1387

Financial time series prediction using exogenous series and combined neural networks (Abstract)

Manoel C. Amorim Neto , Center of Informatics (CIn), Federal University of Pernambuco (UFPE), Av. Prof Luis Freire s/n, Cidade Universitária, Cep: 50.740-540 - Recife PE Brazil
Tsang Ing Ren , Center of Informatics (CIn), Federal University of Pernambuco (UFPE), Av. Prof Luis Freire s/n, Cidade Universitária, Cep: 50.740-540 - Recife PE Brazil
George D. C. Calvalcanti , Center of Informatics (CIn), Federal University of Pernambuco (UFPE), Av. Prof Luis Freire s/n, Cidade Universitária, Cep: 50.740-540 - Recife PE Brazil
pp. 149-156

Neural networks for fitting PES data distributions of asphaltene interaction (Abstract)

Juan H. Pacheco , División de Estudios de Posgrado e Investigación, Instituto Tecnológico de Toluca. Av. Tecnológico s/n, Metepec 52140, Edo. Méx., A.P. 890, México
Eduardo Gasca , División de Estudios de Posgrado e Investigación, Instituto Tecnológico de Toluca. Av. Tecnológico s/n, Metepec 52140, Edo. Méx., A.P. 890, México
Fernando Alvarez , Programa de Ingeniería Molecular, Instituto Mexicano del Petróleo. Eje Central Lázaro Cárdenas 152, D. F. 07730 México
pp. 946-952

High-conductance states on a neuromorphic hardware system (Abstract)

Johannes Schemmel , Kirchhoff Institute for Physics, University of Heidelberg, INF 227, 69120, Germany
Bernhard Kaplan , Kirchhoff Institute for Physics, University of Heidelberg, INF 227, 69120, Germany
Karlheinz Meier , Kirchhoff Institute for Physics, University of Heidelberg, INF 227, 69120, Germany
Daniel Bruderle , Kirchhoff Institute for Physics, University of Heidelberg, INF 227, 69120, Germany
pp. 1524-1530

Applications of color image processing using three-layer cellular neural network considering HSB model (Abstract)

Takashi Inoue , Department of Electrical and Electronic Engineering, Tokushima University, 2-1 Minami-Josanjima, 770-8506, Japan
Yoshifumi Nishio , Department of Electrical and Electronic Engineering, Tokushima University, 2-1 Minami-Josanjima, 770-8506, Japan
pp. 1335-1342

A method to estimate prediction intervals for artificial neural networks that is sensitive to the noise distribution in the outputs (Abstract)

Mauro Roisenberg , Department of Informatics and Statistics, The Federal University of Santa Catarina - UFSC, Brazil
Guenther Schwedersky Neto , Petróleo Brasileiro S.A. - Petrobras CENPES/PDEP/TR, Brazil
Cicero Augusto Magalhaes da Silva Neves , Department of Informatics and Statistics, The Federal University of Santa Catarina - UFSC, Brazil
pp. 2238-2242

Cellular neural network with dynamic template and its output characteristics (Abstract)

Takashi Inoue , Department of Electrical and Electronic Engineering, Tokushima University, 2-1 Minami-Josanjima, 770-8506, Japan
Masakazu Kawahara , Department of Electrical and Electronic Engineering, Tokushima University, 2-1 Minami-Josanjima, 770-8506, Japan
Yoshifumi Nishio , Department of Electrical and Electronic Engineering, Tokushima University, 2-1 Minami-Josanjima, 770-8506, Japan
pp. 1552-1558

Binary Segmentation with Neural Validation for Cursive Handwriting Recognition (Abstract)

Brijesh Verma , CQUniversity, Australia
Hong Lee , CQUniversity, Australia
pp. 1730-1735

Families of orthonormalization algorithms (Abstract)

Mohammed A. Hasan , Department of Electrical&Computer Engineering, the University of Minnesota Duluth, 55812, USA
pp. 1122-1127

Normalized phase shift motion energy neuron populations for image velocity estimation (Abstract)

Bertram E. Shi , Electronic and Computer Engineering Department, Hong Kong University of Science and Technology, Hong Kong
Yicong Meng , Electronic and Computer Engineering Department, Hong Kong University of Science and Technology, Hong Kong
pp. 2090-2097

On multi-set canonical correlation analysis (Abstract)

Mohammed A. Hasan , Department of Electrical&Computer Engineering, the University of Minnesota Duluth, 55812, USA
pp. 1128-1133

Automatic identification of useful independent components with a view to removing artifacts from eeg signal (Abstract)

Li-Wei Ko , Department of Electrical and Control Engineering, and Brain Research Center, National Chiao Tung University, 1001 Ta Hsueh Road, Hsinchu 300, Taiwan
Chin-Teng Lin , Department of Electrical and Control Engineering, and Brain Research Center, National Chiao Tung University, 1001 Ta Hsueh Road, Hsinchu 300, Taiwan
Nikhil R. Pal , Department of Electrical and Control Engineering, and Brain Research Center, National Chiao Tung University, 1001 Ta Hsueh Road, Hsinchu 300, Taiwan
Hwa-Shan Huang , Department of Electrical and Control Engineering, and Brain Research Center, National Chiao Tung University, 1001 Ta Hsueh Road, Hsinchu 300, Taiwan
pp. 1267-1271

Complex valued recurrent neural networks for noncircular complex signals (Abstract)

Danilo P. Mandic , Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom
pp. 1987-1992

A behavioral study of learning in standard SOM and in S-SOM (Abstract)

Kirmene Marzouki , Institute of Applied Science and Technology of Sousse (ISSATSO), Cité Tafalla (Ibn Khaldoun), 4003, Tunisia
Soukeina Ben Chikha , Faculty of Science of Tunis (FST), Tunis, Campus Universitaire El Manar 2092 Tunisia
pp. 560-565

Improved wavelet neural network for early diagnosis of cancer patients using microarray gene expression data (Abstract)

Ong Pauline , School of Mathematical Sciences, Universiti Sains Malaysia, 11800 Penang, Malaysia
Zarita Zainuddin , School of Mathematical Sciences, Universiti Sains Malaysia, 11800 Penang, Malaysia
pp. 3485-3492

An incremental learning algorithm of Recursive Fisher Linear Discriminant (Abstract)

Seiichi Ozawa , Graduate School of Engineering, Kobe University, Rokkodai, Nada, 657-8501, Japan
Ryohei Ohta , Graduate School of Engineering, Kobe University, Rokkodai, Nada, 657-8501, Japan
pp. 2310-2315

Generalized Policy Iteration for continuous-time systems (Abstract)

Frank L. Lewis , Automation and Robotics Research Institute, University of Texas at Arlington, 7300 Jack Newell Blvd. S., Fort Worth, 76118 USA
Draguna Vrabie , Automation and Robotics Research Institute, University of Texas at Arlington, 7300 Jack Newell Blvd. S., Fort Worth, 76118 USA
pp. 3224-3231

The role of temporal feature extraction and bagging of MLP neural networks for solving the WCCI 2008 Ford Classification Challenge (Abstract)

Domingos S. M. P. Monteiro , NeuroTech Ltd., Brazil
Adrian L. Arnaud , NeuroTech Ltd., Brazil
Tarcisio B. Gurgel , Center for Informatics of the Federal University of Pernambuco, Brazil
Paulo J. L. Adeodato , Center for Informatics of the Federal University of Pernambuco and NeuroTech Ltd., Brazil
Rodrigo C. L. V. Cunha , Center for Informatics of the Federal University of Pernambuco, Brazil
Germano C. Vasconcelos , Center for Informatics of the Federal University of Pernambuco and NeuroTech Ltd., Brazil
pp. 57-62

Pose invariant face recognition using Cellular Simultaneous Recurrent Networks (Abstract)

Keith Anderson , Department of Electrical and Computer Engineering, the University of Memphis, TN 38152, USA
Paul Kim , Department of Electrical and Computer Engineering, the University of Memphis, TN 38152, USA
Eddie White , Department of Electrical and Computer Engineering, the University of Memphis, TN 38152, USA
Khan Iftekharuddin , Department of Electrical and Computer Engineering, the University of Memphis, TN 38152, USA
Yong Ren , Department of Electrical and Computer Engineering, the University of Memphis, TN 38152, USA
pp. 2634-2641

A brief survey of computational approaches in Social Computing (Abstract)

Jiexing Li , Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
Kam Tong Chan , Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
Irwin King , Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
pp. 1625-1632

Parallel ant colony optimizers with local and global ants (Abstract)

Hiroshi Koshimizu , Department of Electrical and Electronics Engineering, Hosei University, Tokyo 184-0002, Japan
Toshimichi Saito , Department of Electrical and Electronics Engineering, Hosei University, Tokyo 184-0002, Japan
pp. 1655-1659

GPU-based simulation of cellular neural networks for image processing (Abstract)

Ryanne Dolan , Vision-Guided and Intelligent Robotics Laboratory, University of Missouri, Columbia, USA
Guilherme DeSouza , Vision-Guided and Intelligent Robotics Laboratory, University of Missouri, Columbia, USA
pp. 730-735

Application of particle swarm optimizers to two-objective problems in design of switching inverters (Abstract)

Katsuma Ono , Department of Electrical and Electronics Engineering, Hosei University, Tokyo 184-0002, Japan
Toshimichi Saito , Department of Electrical and Electronics Engineering, Hosei University, Tokyo 184-0002, Japan
pp. 2353-2357

Steganalysis of MP3Stego (Abstract)

Mengyu Qiao , Department of Computer Science of New Mexico Tech, Socorro, 87801 USA
Qingzhong Liu , Department of Computer Science and Institute for Complex Additive Systems Analysis, Socorro, NM 87801 USA
Andrew H. Sung , Department of Computer Science and Institute for Complex Additive Systems Analysis of New Mexico Tech, Socorro, 87801 USA
pp. 2566-2571

Introducing a training methodology for cellular neural networks solving partial differential equations (Abstract)

M. J. Aein , Amirkabir University of Technology, Tehran, Iran
H.A. Talebi , Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran
pp. 71-75

An incremental affinity propagation algorithm and its applications for text clustering (Abstract)

Y.C. Liang , College of Computer Science and Technology, Jilin University, Changchun, 130012, China
L.P. Wang , College of Computer Science and Technology, Jilin University, Changchun, 130012, China
R.C. Guan , College of Computer Science and Technology, Jilin University, Changchun, 130012, China
Z.L. Pei , Department of Computer Science, Inner Mongolia University for the Nationalities, Tongliao, 028000, China
X.H. Shi , College of Computer Science and Technology, Jilin University, Changchun, 130012, China
pp. 2914-2919

Performance of generalized multi-layered perceptrons and layered arbitrarily connected networks trained using the Levenberg-Marquardt method (Abstract)

Anthony S. Maida , Center For Advanced Computer Studies at the University of Louisiana at Lafayette, USA
Steele A. Russell , Department of Computer Science and Industrial Technology at Southeastern Louisiana University, Hammond, USA
pp. 2725-2731

Music recommendation and query-by-content using Self-Organizing Maps (Abstract)

Kyle B. Dickerson , Computer Science Department, Brigham Young University, USA
Dan Ventura , Computer Science Department, Brigham Young University, USA
pp. 705-710

Counting objects with biologically inspired regulatory-feedback networks (Abstract)

Tsvi Achler , Computer Science Department, University of Illinois at Urbana Champaign, 61801 USA
Eyal Amir , Computer Science Department, University of Illinois at Urbana Champaign, 61801 USA
Dervis Can Vural , Physics Department, University of Illinois at Urbana Champaign, USA
pp. 36-40

New properties of 2D Cellular Automata found through Polynomial Cellular Neural Networks (Abstract)

Giovanni E. Pazienza , Cellular Sensory Wave Computing Laboratory, MTA - SZTAKI, Budapest, Hungary
Eduardo Gomez-Ramirez , LIDETEA, Posgrado e Investigación, Universidad La Salle, Mexico City, Mexico
pp. 2459-2466

Tighter Perceptron with improved dual use of cached data for model representation and validation (Abstract)

Zhuang Wang , Center for Information Science and Technology, Department of Computer and Information Sciences, Temple University, Philadelphia, PA 19122, USA
Slobodan Vucetic , Center for Information Science and Technology, Department of Computer and Information Sciences, Temple University, Philadelphia, PA 19122, USA
pp. 3297-3302

A GA-based flexible learning algorithm with error tolerance for digital binary neural networks (Abstract)

Shutaro Kabeya , Department of Electrical and Electronics Engineering, Hosei University, Kogenai-city, Tokyo 184-0002, Japan
Toshimichi Saito , Department of Electrical and Electronics Engineering, Hosei University, Kogenai-city, Tokyo 184-0002, Japan
Tohru Abe , Department of Electrical and Electronics Engineering, Hosei University, Kogenai-city, Tokyo 184-0002, Japan
pp. 1476-1480

A conceptual neural model of idea generation (Abstract)

Vincent Brown , Psychology Department, Hofstra University, New York, USA
Simona Doboli , Computer Science Department at Hofstra University, New York, USA
Ali A. Minai , ECE Department at University of Cincinnati, Ohio, USA
pp. 723-729

A study of the effect of noise injection on the training of artificial neural networks (Abstract)

Karen Drukker , Department of Radiology, the University of Chicago, IL 60637, USA
Yulei Jiang , Department of Radiology, the University of Chicago, IL 60637, USA
Richard M. Zur , Department of Radiology, the University of Chicago, IL 60637, USA
Lorenzo L. Pesce , Department of Radiology, the University of Chicago, IL 60637, USA
pp. 1428-1432

An intelligent paradigm for electric generator control based on supervisory loops (Abstract)

Sukumar Kamalasadan , Gerald Swann are with the University of West Florida, Pensacola, 32514 USA
Adel A. Ghandakly , California State University, Chico, USA
Gerald D. Swann , Gerald Swann are with the University of West Florida, Pensacola, 32514 USA
pp. 1489-1496

A QoS network architecture to interconnect large-scale VLSI neural networks (Abstract)

Johannes Schemmel , Kirchhoff-Institut für Physik, Ruprecht-Karls-Universität Heidelberg, INF 227, 69120, Germany
Stefan Philipp , Kirchhoff-Institut für Physik, Ruprecht-Karls-Universität Heidelberg, INF 227, 69120, Germany
Karlheinz Meier , Kirchhoff-Institut für Physik, Ruprecht-Karls-Universität Heidelberg, INF 227, 69120, Germany
pp. 2525-2532

Voice-based gender identification via multiresolution frame classification of spectro-temporal maps (Abstract)

E. Valavi , Electrical and Computer Engineering Department, University of Tehran, Iran
M. Abdollahi , Electrical and Computer Engineering Department, University of Tehran, Iran
H. Ahmadi Noubari , University of British Columbia, Vancouver, Canada
pp. 1-4

Irregularity detection on low tension electric installations by neural network ensembles (Abstract)

Karla Figueiredo , ICA: Applied Computational Intelligence Laboratory, Pontifical Catholic University of Rio de Janeiro, PUC-Rio, Brazil
Marco Pacheco , ICA: Applied Computational Intelligence Laboratory, Pontifical Catholic University of Rio de Janeiro, PUC-Rio, Brazil
Cyro Muniz , ICA: Applied Computational Intelligence Laboratory, Pontifical Catholic University of Rio de Janeiro, PUC-Rio, Brazil
Marley Vellasco , ICA: Applied Computational Intelligence Laboratory, Pontifical Catholic University of Rio de Janeiro, PUC-Rio, Brazil
Gustavo Chavez , ICA: Applied Computational Intelligence Laboratory, Pontifical Catholic University of Rio de Janeiro, PUC-Rio, Brazil
pp. 2176-2182

An Agent-Based computational model of a self-organizing project management paradigm for research teams (Abstract)

John Seiffertt , Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, USA
Paul Robinette , Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, USA
Donald Wunsch , Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, USA
Ryanne Dolan , Computer Science Department, University of Missouri, Columbia, USA
Ryan Meuth , Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, USA
pp. 2693-2698

Time perception in shaping cognitive neurodynamics of artificial agents (Abstract)

Michail Maniadakis , Computational Vision and Robotics Laboratory, Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH), Crete, Greece
Jun Tani , Laboratory for Behavior and Dynamic Cognition, RIKEN Brain Science Institute, Wako-shi, Saitama Japan
Panos Trahanias , Computational Vision and Robotics Laboratory, Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH), Crete, Greece
pp. 1993-2000

Nonlinear dimension reduction using ISOMap based on class information (Abstract)

Minkook Cho , School of Electrical Engineering and Computer Science, The Kyungpook National University of Korea, Korea
Hyeyoung Park , School of Electrical Engineering and Computer Science, The Kyungpook National University of Korea, Korea
pp. 566-570

Adaptive frame selection for improved face recognition in low-resolution videos (Abstract)

Raghavender R. Jillela , Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, USA 26506
Arun Ross , Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, USA 26506
pp. 1439-1445

An alpha derivative formulation of the Hamilton-Jacobi-Bellman equation Of Dynamic Programming (Abstract)

John Seiffertt , Applied Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, Missouri University of Science and Technology, USA
pp. 2854-2859

Finding sensors for homeostasis of biological neuronal networks using artificial neural networks (Abstract)

Cengiz Gunay , Department of Biology at Emory University, Atlanta, GA 30322, U.S.A.
Astrid A. Prinz , Department of Biology at Emory University, Atlanta, GA 30322, U.S.A.
pp. 1025-1032

Reconfigurable disruption tolerant routing via Reinforcement Learning (Abstract)

Donald C. Wunsch , Applied Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, 65409-0040, USA
Larry D. Pyeatt , AI Robotics Laboratory, Department of Computer Science, Texas Tech University, Abilene, 79601, USA
Tae-Hyung Kim , Applied Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, 65409-0040, USA
pp. 1611-1616

Parallelizing two classes of neuromorphic models on the Cell multicore architecture (Abstract)

Tarek M. Taha , Electrical and Computer Engineering Department, Clemson University, SC 29631, USA
Pavan Yalamanchili , Electrical and Computer Engineering Department, Clemson University, SC 29631, USA
Rommel Jalasutram , Electrical and Computer Engineering Department, Clemson University, SC 29631, USA
Sumod K. Mohan , Electrical and Computer Engineering Department, Clemson University, SC 29631, USA
Mohammad. A. Bhuiyan , Electrical and Computer Engineering Department, Clemson University, SC 29631, USA
pp. 3046-3053

Partitioned neural networks (Abstract)

Traci A. Sarmiento , United States Air Force Academy, Colorado Springs, 80840, USA
Leemon C. Baird , United States Air Force Academy, Colorado Springs, 80840, USA
Douglas P. Sutton , United States Air Force Academy, Colorado Springs, 80840, USA
Martin C. Carlisle , United States Air Force Academy, Colorado Springs, 80840, USA
pp. 3032-3037

Child-friendly divorcing: Incremental hierarchy learning in Bayesian networks (Abstract)

Julian Eggert , Honda Research Institute Europe GmbH, Germany
Florian Rohrbein , University of Bremen, Enrique-Schmidt-Str. 5, 28359 Bremen, Germany
Edgar Korner , Honda Research Institute Europe GmbH, Germany
pp. 2711-2716

An iterative learning scheme for multistate complex-valued and quaternionic Hopfield neural networks (Abstract)

Teijiro Isokawa , University of Hyogo, Japan
Haruhiko Nishimura , University of Hyogo, Japan
Nobuyuki Matsui , University of Hyogo, Japan
pp. 1365-1371

Adaptive incremental principal component analysis in nonstationary online learning environments (Abstract)

Seiichi Ozawa , Graduate School of Engineering, Kobe University, 657-8501, Japan
Yuki Kawashima , Graduate School of Engineering, Kobe University, 657-8501, Japan
Nikola Kasabov , Knowledge Engineering&Discover Research Institute, Auckland University of Technology, Private Bag 92006, 1142, New Zealand
Shaoning Pang , Knowledge Engineering&Discover Research Institute, Auckland University of Technology, Private Bag 92006, 1142, New Zealand
pp. 2394-2400

Single vs. population cell coding: Gaze movement control in target search (Abstract)

Jun Miao , Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, China
Baixian Zou , Department of Information Science and Technology, College of Art and Science of Beijing Union Technology, 100083, China
Lijuan Duan , College of Computer Science and Technology, Beijing University of Technology, 100124, China
Laiyun Qing , School of Information Science and Engineering, Graduate University of the Chinese Academy of Sciences, Beijing 100049, China
pp. 2103-2108

An advanced spike detection and sorting system (Abstract)

Yuan Yuan , Department of Electrical Engineering, Arizona State University, Tempe, 85287, USA
Jennie Si , Department of Electrical Engineering, Arizona State University, Tempe, 85287, USA
Chenhui Yang , Department of Electrical Engineering, Arizona State University, Tempe, 85287, USA
pp. 3477-3484

Data classification with a generalized Gaussian components based density estimation algorithm (Abstract)

Chih-Hung Hsieh , Department of Computer Science and Information Engineering, National Taiwan University, Taipei 106, Taiwan, R.O.C.
Yen-Jen Oyang , Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei 106, Taiwan, R.O.C.
Darby Tien-Hao Chang , Department of Electrical Engineering, National Cheng Kung University, Tainan 70101, Taiwan, R.O.C.
pp. 1259-1266

A binary Self-Organizing Map and its FPGA implementation (Abstract)

Peter Hobden , e2v Technologies, Lincoln, UK
Nigel Priestley , e2v Technologies, Lincoln, UK
Cy Pettit , e2v Technologies, Lincoln, UK
Andrew Hunter , Department of Computing and Informatics, University of Lincoln, UK
Hongying Meng , Department of Computing and Informatics, University of Lincoln, UK
Mervyn Hobden , e2v Technologies, Lincoln, UK
Shigang Yue , Department of Computing and Informatics, University of Lincoln, UK
Kofi Appiah , Department of Computing and Informatics, University of Lincoln, UK
pp. 164-171

An MLP-based face authentication technique robust to orientation (Abstract)

Goutam Chakraborty , Graduate School of Software and Information Science, Iwate Prefectural University, Japan
Basabi Chakraborty , Graduate School of Software and Information Science, Iwate Prefectural University, Japan
Chotipat Pornavalai , Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Thailand
Jagdish C. Patra , School of Computer Engineering, Nanyang Technological University, Singapore
pp. 481-488

Design of experiments for MR damper modelling (Abstract)

Ricardo Ramirez-Mendoza , CIDyT, Tecnológico de Monterrey, México
Ruben Morales-Menendez , Tecnológico de Monterrey, Mexico
Jorge Lozoya-Santos , Tecnológico de Monterrey, Mexico
pp. 1915-1922

Improving management of Anemia in End Stage Renal Disease using Reinforcement Learning (Abstract)

Adam E. Gaweda , Department of Medicine, Division of Nephrology, University of Louisville, USA
pp. 953-958

Application of Bhattacharyya kernel-based Centroid Neural Network to the classification of audio signals (Abstract)

Jae-Young Kim , Department of Information Engineering, Center for Intel. Imaging Sys. Research, Myong Ji University, YongIn, Korea
Dong-Chul Park , Department of Information Engineering, Center for Intel. Imaging Sys. Research, Myong Ji University, YongIn, Korea
pp. 1606-1610

Overhead conductor thermal dynamics identification by using Echo State Networks (Abstract)

Yi Yang , School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, 30332-0250, USA
Deepak Divan , School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, 30332-0250, USA
Ronald G. Harley , School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, 30332-0250, USA
Thomas G. Habetler , School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, 30332-0250, USA
pp. 3436-3443

Fuzzy ARTMAP rule extraction in computational chemistry (Abstract)

Levente Fabry-Asztalos , Department of Chemistry, Central Washington University, Ellensburg, USA
Badi' Abdul-Wahid , Computer Science Department, Central Washington University, Ellensburg, USA
Bogdan Crivat , Microsoft Corporation, Redmond, WA, USA
Razvan Andonie , Computer Science Department, Central Washington University, Ellensburg, USA
Sarah Abdul-Wahid , Computer Science Department, Central Washington University, Ellensburg, USA
pp. 157-163

Using diversity to handle concept drift in on-line learning (Abstract)

Fernanda L. Minku , Centre of Excellence for Research in Computational Intelligence and Applications (CERCIA), School of Computer Science, The University of Birmingham, Edgbaston, B15 2TT, UK
Xin Yao , Centre of Excellence for Research in Computational Intelligence and Applications (CERCIA), School of Computer Science, The University of Birmingham, Edgbaston, B15 2TT, UK
pp. 2125-2132

Dimensionality reduction by self organizing maps that preserve distances in output space (Abstract)

Pascual Campoy , Computer Vision Group, Universidad Politecnica, Madrid, Spain
pp. 432-438

Unsupervised nonparametric density estimation: A neural network approach (Abstract)

Antonino Freno , Dipartimento di Ingegneria dell'Informazione, Università degli Studi di Siena (Via Roma 56, 53100, Italy)
Edmondo Trentin , Dipartimento di Ingegneria dell'Informazione, Università degli Studi di Siena (Via Roma 56, 53100, Italy)
pp. 3140-3147

Centroid neural network for face recognition (Abstract)

Dong-Chul Park , Department of Information Engineering, Myong Ji University, YongIn, Korea
Yunsik Lee , Korea Electronics Tech. Inst., Songnam, Korea
Vu Thi Lan Huong , Department of Information Engineering, Myong Ji University, YongIn, Korea
pp. 1304-1309

Class specific redundancies in natural images: A theory of extrastriate visual processing (Abstract)

Saeed Shiry , Department of Computer Engineering, Amirkabir University of Technology (Tehran Polytechnic), Iran
Mohsen Malmir , Department of Computer Engineering, Amirkabir University of Technology (Tehran Polytechnic), Iran
pp. 1968-1974

A Cellular Neural Network as a Principal Component Analyzer (Abstract)

Chao-Hui Haung , Department of Computer Science, National University of Singapore, Singapore
Wee-Kheng Leow , Department of Computer Science, National University of Singapore, Singapore
Daniel Racoceanu , Department of Computer Science, National University of Singapore, Singapore
pp. 1163-1170

Singing voice recognition based on matching of spectrogram pattern (Abstract)

Peerapol Khunarsal , Advanced Virtual and Intelligent Computing Center (AVIC), Department of Mathematics Chulalongkorn University, Bangkok 10330, Thailand
Chidchanok Lursinsap , Advanced Virtual and Intelligent Computing Center (AVIC), Department of Mathematics Chulalongkorn University, Bangkok 10330, Thailand
Thanapant Raicharoen , Defence Information and Space Technology Department The Office of Permanent Secretary of Defence Ministry of Defence, Bangkok 10200, Thailand
pp. 1595-1599

Sensor integration in KIV brain model for decision making (Abstract)

Roman Ilin , Department of Computer Science, The University of Memphis, TN, USA
Robert Kozma , Department of Computer Science, The University of Memphis, TN, USA
pp. 1328-1334

An unsupervised learning method for representing simple sentences (Abstract)

James A. Reggia , Department of Computer Science, University of Maryland - College Park, USA
Derek Monner , Department of Computer Science, University of Maryland - College Park, USA
pp. 2133-2140

A receptive field based approach for face detection (Abstract)

Bruno J. T. Fernandes , Informatics Center at the Federal University of Pernambuco, Brazil
Tsang I. Ren , Informatics Center at the Federal University of Pernambuco, Brazil
George D. C. Cavalcanti , Informatics Center at the Federal University of Pernambuco, Brazil
pp. 803-810

A constrained backpropagation approach to solving Partial Differential Equations in non-stationary environments (Abstract)

Silvia Ferrari , Faculty of Mechanical Engineering at Duke University, Durham, NC 27707, USA
Gianluca Di Muro , Mechanical Engineering at Duke University, Durham, NC 27707, USA
pp. 685-689

Image retrieval based on intrinsic spectral histogram representation (Abstract)

Yuhua Zhu , Department of Computer Science, Florida State University, Washington, USA
Washington Mio , Department of Mathematics, Florida State University, USA
Xiuwen Liu , Department of Computer Science, Florida State University, Washington, USA
pp. 3559-3564

Optimal dimension reduction for image retrieval with correlation metrics (Abstract)

Yuhua Zhu , Department of Computer Science, Florida State University, Washington, USA
Washington Mio , Department of Mathematics, Florida State University, USA
Xiuwen Liu , Department of Computer Science, Florida State University, Washington, USA
pp. 3565-3570

Tree structures with attentive objects for image classification using a neural network (Abstract)

Zheru Chi , Center for Multimedia Signal Processing, Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
Shuya Zhang , Institute of DSP and Software Technology, Ningbo University, 315211, China
David Dagan Feng , Center for Multimedia Signal Processing, Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
Xiaoyu Zhao , Center for Multimedia Signal Processing, Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
Hong Fu , Center for Multimedia Signal Processing, Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
pp. 898-902

A kernel-based feature weighting for text classification (Abstract)

Peter Wittek , Department of Computer Science, National University of Singapore, Singapore
Chew Lim Tan , Department of Computer Science, National University of Singapore, Singapore
pp. 3373-3379

A modified neural network model for Lobula Giant Movement Detector with additional depth movement feature (Abstract)

Shigang Yue , Department of Computing and Informatics, University of Lincoln, UK
Kofi Appiah , Department of Computing and Informatics, University of Lincoln, UK
Mervyn Hobden , E2V Technologies PLC, Lincoln, UK
Hongying Meng , Department of Computing and Informatics, University of Lincoln, UK
Cy Pettit , E2V Technologies PLC, Lincoln, UK
Peter Hobden , E2V Technologies PLC, Lincoln, UK
Andrew Hunter , Department of Computing and Informatics, University of Lincoln, UK
Nigel Priestley , E2V Technologies PLC, Lincoln, UK
pp. 2078-2083

Reducing the run-time complexity of support vector data descriptions (Abstract)

Yan-Chen Liu , Mechanical and Systems Research Laboratories, Industrial Technology Research Institute (ITRI), Hsinchu, 310, Taiwan
Yi-Hung Liu , Mechanical Engineering Department, Chung Yuan Christian University, Chungli, 320, Taiwan
pp. 1863-1870

Facial expression recognition based on Liquid State Machines built of alternative neuron models (Abstract)

Beata J. Grzyb , Robotic Intelligence Lab, Computer Science and Engineering Department, Jaume I University, 12071 Castellon, Spain
Grzegorz M. Wojcik , Institute of Computer Science, Division of Complex Systems and Neurodynamics, Maria Curie-Sklodowska University, 20-601 Lublin, Poland
Wieslaw A. Kaminski , Institute of Computer Science, Division of Complex Systems and Neurodynamics, Maria Curie-Sklodowska University, 20-601 Lublin, Poland
Eris Chinellato , Robotic Intelligence Lab, Computer Science and Engineering Department, Jaume I University, 12071 Castellon, Spain
pp. 1011-1017

Effects of widely separated clusters on lotto-type competitive learning with particle swarm features (Abstract)

Sandra Lien , St. B&P Neural Investments Pty. Limited, Australia
Andrew Luk , St. B&P Neural Investments Pty. Limited, Australia
pp. 1931-1938

Hermite neural network-based intelligent sensors for harsh environments (Abstract)

Cedric Bornand , HEIG-VD, University of Applied Sciences, Yverdon-les-Bains, Switzerland
Jagdish C. Patra , School of Computer Engineering, Nanyang Technological University, Singapore
Goutam Chakraborty , Graduate School of Software and Information Science, Iwate Prefectural University, Japan
pp. 2439-2444

A compact network with improved generalization using wavelet basis function network for static non-linear functions (Abstract)

Niranjana Nalini , Department of Information Science and Engineering, Tumkur, Karnataka, India
Mullur Pushpalatha , Department of Computer Science and Engineering, Sri Jayachamarajendra College of Engineering Mysore, Karnataka, India
pp. 2561-2565

Assessment of musical training induced neuroplasticity by auditory event related potentials and neural networks (Abstract)

Chin-Teng Lin , Brain Research Center, National Chiao-Tung University, Hsinchu 300, Taiwan
Yu-Hsiang Tsao , Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan 701, Taiwan
Sheng-Fu Liang , Department of Computer Science and Information Engineering, the Institute of Medical Informatics, National Cheng Kung University, Tainan 701, Taiwan
Li-Wei Ko , Brain Research Center, National Chiao-Tung University, Hsinchu 300, Taiwan
Wan-Lin Chang , Department of Computer Science and I