The Community for Technology Leaders
Hybrid Intelligent Systems, International Conference on (2007)
Kaiserslautern, Germany
Sept. 17, 2007 to Sept. 19, 2007
ISBN: 0-7695-2946-1
TABLE OF CONTENTS
Introduction

Reviewers (PDF)

pp. xv
Plenary Keynotes

Advanced Learning of SOR Network Employing Evaluation-based Topology Representing Network (PDF)

Keiichi Horio , Kyushu Institute of Technology
Takahiro Tanaka , Kyushu Institute of Technology
Takeshi Yamakawa , Kyushu Institute of Technology
pp. 1

Pareto-based Multi-Objective Machine Learning (PDF)

Yaochu Jin , Honda Research Institute Europe, Germany
pp. 2

Evolving Connectionist and Hybrid Systems: Methods, Tools, Applications (PDF)

Nikola Kasabov , Auckland University of Technology, New Zealand
pp. 3
Tutorials

Organic Computing for Video Analysis (Abstract)

Rolf P. Wurtz , Ruhr-University Bochum, Germany
pp. 6-11

Organization-Oriented Chemical Programming (Abstract)

Peter Dittrich , Friedrich Schiller University Jena
Naoki Matsumaru , Friedrich Schiller University Jena
pp. 18-23

Ant Colony Optimization: Introduction and Hybridizations (Abstract)

Christian Blum , Universitat Politecnica de Catalunya, Barcelona, Spain
pp. 24-29
Hybrid Systems Design

An FPGA-based CollisionWarning System Using Hybrid Approach (Abstract)

Haichao Liang , Kyushu Institute of Technology
Kazuki Nakada , Kyushu Institute of Technology
Hatsuo Hayashi , Kyushu Institute of Technology
Takashi Morie , Kyushu Institute of Technology
Youhei Suzuki , Kyushu Institute of Technology
Tsutomu Miki , Kyushu Institute of Technology
pp. 30-35

On the Use of the SVM Approach in Analyzing an Electronic Nose (Abstract)

Calogero Pace , Universita della Calabria, 87036 Rende (CS), Italia
Manlio Gaudioso , Universita della Calabria, 87036 Rende (CS), Italia
Walaa Khalaf , Universita della Calabria, 87036 Rende (CS), Italia
pp. 42-46

A Hybrid Content-Collaborative Recommender System Integrated into an Electronic Performance Support System (Abstract)

Marco de Gemmis , University of Bari - Italy
Leo Iaquinta , University of Bari - Italy
Giovanni Semeraro , University of Bari - Italy
Anna Lisa Gentile , University of Bari - Italy
Pasquale Lops , University of Bari - Italy
pp. 47-52

Comparing Several Evaluation Functions in the Evolutionary Design of Multiclass Support Vector Machines (Abstract)

Andre C. P. L. F. Carvalho , Universidade de Sao Paulo, campus de Sao Carlos, Brazil
Ana C. Lorena , Universidade Federal do ABC, Brazil
pp. 53-58

Artificial Immune System with ART Memory Hibridization (Abstract)

Edson Costa de Barros Carvalho Filho , Federal University of Pernambuco - Brazil
Cleber Zanchettin , Federal University of Pernambuco - Brazil
Jose Lima Alexandrino , Federal University of Pernambuco - Brazil
pp. 59-64

Evaluating the Performance of a Biclustering Algorithm Applied to Collaborative Filtering - A Comparative Analysis (Abstract)

Fernando J. Von Zuben , University of Campinas - UNICAMP, Brazil
Pablo A. D. de Castro , University of Campinas - UNICAMP, Brazil
Fabr?cio O. de Franca , University of Campinas - UNICAMP, Brazil
Hamilton M. Ferreira , University of Campinas - UNICAMP, Brazil
pp. 65-70

Computing Sharp Lower and Upper Bounds for the Minimum Latency Problem (Abstract)

Ricardo Saraiva de Camargo , Federal University of Ouro Preto
Gilberto de Miranda , Federal University of Minas Gerais
Joao Sarubbi , Federal University of Minas Gerais
Henrique Pacca Luna , Federal University of Alagoas
pp. 71-77
Hybrid Models

Application of a Hybrid Classifier to the Recognition of Petrochemical Odors (Abstract)

E. M. J. Oliveira , Federal University of Pernambuco, Brazil
P. G. Campos , Federal University of Pernambuco, Brazil
F. A. T. de Carvalho , Federal University of Pernambuco, Brazil
T. B. Ludermir , Federal University of Pernambuco, Brazil
W. R. de Oliveira , Federal University of Pernambuco, Brazil
pp. 78-83

An Immune Genetic Algorithm for Software Test Data Generation (Abstract)

Abdelhamid Bouchachia , University of Klagenfurt, 9020, Austria
pp. 84-89

Evolutionary Approaches to Solve an Integrated Lot Scheduling Problem in the Soft Drink Industry (Abstract)

Alf Kimms , University of DuisburgEssen
Claudio Fabiano Motta Toledo , Universidade Federal de Lavras, Brazil
Reinaldo Morabito , Universidade Federal de Sao Carlos, Brazil
Paulo Morelato Franca , Universidade Estadual de Campinas
pp. 95-100

Bayesian approaching for Asian Suprema soybean rust incidence study in different conditions of temperatures and leaf wetness (Abstract)

Felipe L. Valentim , Universidade Federal de Lavras, Brazil
Marcelo de C. Alves , Universidade Federal de Lavras, Brazil
Ricardo M. A. Silva , Universidade Federal de Lavras, Brazil
pp. 101-106

Model and algorithms for the Multicommodity Traveling Salesman Problem (Abstract)

Gilberto Jr. de Miranda , Federal University of Minas Gerais
Joao Sarubbi , Federal University of Minas Gerais
Geraldo Robson Mateus , Federal University of Minas Gerais
Henrique Pacca Luna , Federal University of Alagoas
pp. 113-119
Hybrid Metaheuristics and Learning

A Cooperative System of Metaheuristics (Abstract)

E. Munoz , Universidad de Murcia. Spain
M.C. Garrido , Universidad de Murcia. Spain
J.M. Cadenas , Universidad de Murcia. Spain
pp. 120-125

Active Selection of Training Examples for Meta-Learning (Abstract)

Teresa B. Ludermir , Federal University of Pernambuco
Ricardo B. C. Prudencio , Federal University of Pernambuco, Brazil
pp. 126-131

Block Encryption Using Hybrid Additive Cellular Automata (Abstract)

Silviu Ionita , University of Pitesti, Faculty of Electronics
Petre Anghelescu , University of Pitesti, Faculty of Electronics
Emil Sofron , University of Pitesti, Faculty of Electronics
pp. 132-137

Symbiotic Tabu Search, A General Evolutionary Optimization Approach (Abstract)

Mojdeh Jalali Heravi , Sharif University of Technology, Tehran, Iran
Ramin Halavati , Sharif University of Technology, Tehran, Iran
Bahareh Jafari Jashmi , Sharif University of Technology, Tehran, Iran
Saeed Bagheri Shouraki , Sharif University of Technology, Tehran, Iran
pp. 138-143

New Particle Swarm Optimization Algorithm Incorporating Reproduction Operator for Solving Global Optimization Problems (Abstract)

Radha Thangaraj , IIT Roorkee, India
Ajith Abraham , Norwegian University of Science and Technology, Norway
Millie Pant , IIT Roorkee, India
pp. 144-149

Hybridized Swarm Metaheuristics for Evolutionary Random Forest Generation (Abstract)

Lenka Lhotska , Czech Technical University in Prague
Miroslav Bursa , Czech Technical University in Prague
Martin Macas , Czech Technical University in Prague
pp. 150-155

Visualization of Pareto-Sets in Evolutionary Multi-Objective Optimization (Abstract)

Mario Koppen , Kyushu Institute of Technology, Japan
Kaori Yoshida , Kyushu Institute of Technology, Japan
pp. 156-161
Hybrid Information Processing

Interpretable Granulation of Medical Data with DC (Abstract)

Arianna Consiglio , Univ. Bara, Italy
Corrado Mencar , Univ. Bara, Italy
Anna Maria Fanelli , Univ. Bara, Italy
pp. 162-167

How to Obtain Fair Managerial Decisions in Sugar Cane Harvest Using NSGA-II (Abstract)

Tarc?sio Daniel P. Lucas , Pernambuco State University, Recife-PE, Brazil
Fernando B. de Lima Neto , Pernambuco State University, Recife-PE, Brazil
Diogo Ferreira Pacheco , Pernambuco State University, Recife-PE, Brazil
pp. 186-191

Markov-Blanket Based Strategy for Translating a Bayesian Classifier into a Reduced Set of Classification Rules (Abstract)

Gl?ucia M. Bressan , Universidade de S. Paulo, Brazil
Estevam R. Jr. Hruschka , Universidade Federal de Sao Carlos, Brazil
M. do Carmo Nicoletti , Universidade Federal de Sao Carlos, Brazil
Vilma A. de Oliveira , Universidade de S. Paulo, Brazil
pp. 192-197

Learning to Reach Optimal Equilibrium by Influence of Other Agents Opinion (Abstract)

Dennis Barrios-Aranibar , Federal University of Rio Grande do Norte, Brazil
Luiz Marcos Garcia Goncalves , Federal University of Rio Grande do Norte, Brazil
pp. 198-203

Variable Ordering in the Conditional Independence Bayesian Classifier Induction Process: An Evolutionary Approach (Abstract)

Sebastian D. C. de O. Galvao , Universidade Federal de Sao Carlos, Brazil.
Edimilson B. dos Santos , Universidade Federal de Sao Carlos, Brazil.
Estevam R. Jr. Hruschka , Universidade Federal de Sao Carlos, Brazil.
pp. 204-209
Hybrid Signal Processing

Particle Detection on Election Microscopy Micrographs Using Multi-Classifier Systems (Abstract)

Raul B. Paradeda , Universidade Federal do Rio Grande do Norte
Lucas M. Oliveira , Universidade Federal do Rio Grande do Norte
Marcilio C.P. de Souto , Universidade Federal do Rio Grande do Norte
Anne M.P. Canuto , Universidade Federal do Rio Grande do Norte
Bruno M. Carvalho , Universidade Federal do Rio Grande do Norte
pp. 216-221

Evolutionary Optimization ofWavelet Feature Sets for Real-Time Pedestrian Classification (Abstract)

Johann Edelbrunner , Ruhr-Universitat Bochum
Jan Salmen , Ruhr-Universitat Bochum
Christian Igel , Ruhr-Universitat Bochum
Thorsten Suttorp , Ruhr-Universitat Bochum
pp. 222-227

Content Based Image Retrieval using a Descriptors Hierarchy (Abstract)

Raquel E. Patino-Escarcina , Federal University of Rio Grande do Norte, Natal-RN, Brasil
Jose Alfredo F. Costa , Federal University of Rio Grande do Norte, Natal-RN, Brasil
pp. 228-233

Pareto-dominated Hypervolume Measure: An Alternative Approach to Color Morphology (Abstract)

Katrin Franke , Norwegian Information Security
Mario Koppen , Kyushu Institute of Technology, Fukuoka, Japan
pp. 234-239

A Novel Fully Evolved Kernel Method for Feature Computation from Multisensor Signal Using Evolutionary Algorithms (Abstract)

Andreas Koenig , University of Kaiserslautern, Germany
Kuncup Iswandy , University of Kaiserslautern, Germany
pp. 240-245
Special Session on Interdisciplinary/Hybrid Approaches to Dependable and Flexible Networking

Performance Trade-off Exploration by Query-Trail-Mediated Topology Reconstruction in Unstructured P2P Networks (Abstract)

Kei Ohnishi , Kyushu Institute of Technology
Yuji Oie , Kyushu Institute of Technology
Satoshi Nagamatsu , Kyushu Institute of Technology
pp. 246-252

A Control Method of a P2P Network with Small Degree and Diameter (Abstract)

Yusuke Sasaki , Kwansei Gakuin University
Hiroyoshi Miwa , Kwansei Gakuin University
pp. 253-258

Implementation and Experimental Evaluation of On-Line Simulation Server for OSPF-TE (Abstract)

Kenji Kawahara , Kyushu Institute of Technology
Hitomi Tamura , Kyushu Institute of Technology
Tsuyoshi Okubo , Kyushu Institute of Technology
Yuji Oie , Kyushu Institute of Technology
Yousuke Inoue , Kyushu Institute of Technology
pp. 259-264
Special Session on Ambient Intelligence at Home and Recreation

Sensor-based Training Optimization of a Cyclist Group (Abstract)

Thomas Jaitner , University of Kaiserslautern
Ankang Le , University of Kaiserslautern
Lothar Litz , University of Kaiserslautern
pp. 265-270

Indoor Localisation of Humans, Objects, and mobile Robots with RFID Infrastructure (Abstract)

Jan Koch , University of Kaiserslautern
Eduard Bloch , University of Kaiserslautern
Karsten Berns , University of Kaiserslautern
Jens Wettach , University of Kaiserslautern
pp. 271-276

MacZ - A Quality-of-Service MAC Layer for Ad-hoc Networks (Abstract)

Thomas Kuhn , University of Kaiserslautern
Reinhard Gotzhein , University of Kaiserslautern
Philipp Becker , University of Kaiserslautern
pp. 277-282

A Hybrid Approach to Intelligent Living Assistance (Abstract)

Markus Nick , Fraunhofer IESE, Kaiserslautern, Germany
Martin Becker , Fraunhofer IESE, Kaiserslautern, Germany
pp. 283-289
Special Session on Embedded Neural Network Hardware

Neighborhood Rank Order Coding for Robust Texture Analysis and Feature Extraction (Abstract)

Christian Mayr , University of Technology Dresden
Rene Schuffny , University of Technology Dresden
pp. 290-301

A Neuromorphic aVLSI network chip with configurable plastic synapses (Abstract)

P. Camilleri , Otto-von-Guericke University, Magdeburg, Germany
J. Braun , Otto-von-Guericke University, Magdeburg, Germany
P. del Giudice , Italian National Inst. of Health and INFN, Rome, Italy
V. Dante , Italian National Inst. of Health and INFN, Rome, Italy
B. Michaelis , Otto-von-Guericke University, Magdeburg, Germany
D. Badoni , INFN-RM2, Rome, Italy
M. Giulioni , Italian National Inst. of Health and INFN, Rome, Italy
G. Indiveri , ETHZ, Zurich, Switzerland
pp. 296-301

A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation (Abstract)

Deniz Dikmen , University of Paderborn
Tim Kaulmann , University of Paderborn
Ulrich Ruckert , University of Paderborn
pp. 302-307

Hybrid Intelligent and Adaptive Sensor Systems with Improved Noise Invulnerability by Dynamically Reconfigurable Matched Sensor Electronics (Abstract)

Senthil Kumar Lakshmanan , TU-Kaiserslautern, 67663 Kaiserslautern, Germany
Andreas Konig , TU-Kaiserslautern, 67663 Kaiserslautern, Germany
pp. 308-313
Special Session on Aspects of Image Processing: Theory, Applications, and Computations

Global Modes in Kernel Density Estimation: RAST Clustering (Abstract)

Thomas Breuel , University of Kaiserslautern, Germany
Oliver Wirjadi , University of Kaiserslautern, Germany
pp. 314-319

Fiber Orientation Estimation from 3D Image Data: Practical Algorithms, Visualization, and Interpretation (Abstract)

Katja Schladitz , Fraunhofer ITWM, Germany
Katharina Robb , Fraunhofer ITWM, Germany
Oliver Wirjadi , Fraunhofer ITWM, Germany
pp. 320-325
Poster Presentations

Genetic Programming meets Model-Driven Development (Abstract)

Thomas Weise , University of Kassel
Michael Zapf , University of Kassel
Mohammad Ullah Khan , University of Kassel
Kurt Geihs , University of Kassel
pp. 332-335

Particle Swarm Optimization of Neural Network Architectures andWeights (Abstract)

Teresa B. Ludermir , Federal University of Pernambuco
Marcio Carvalho , Federal University of Pernambuco
pp. 336-339

Generating Fuzzy Rules from Examples Using the Particle Swarm Optimization Algorithm (Abstract)

A. A. A. Esmin , Federal University of Lavras, Campus Universit?rio, Lavras
pp. 340-343

Dataflow orchestration of image processing algorithms using high-level petri nets (Abstract)

Paul Muller , TU Kaiserslautern, Integrated Communication Systems Group
Andreas Dinges , Fraunhofer Institut Techno- und Wirtschaftsmathematik, Germany
Bjorn Wagner , Fraunhofer Institut Techno- und Wirtschaftsmathematik, Germany
pp. 344-347

Learning Context-Free Grammars from Partially Structured Examples: Juxtaposition of GCS with TBL (Abstract)

Lukasz Ciel , Wroclaw University of Technology, Poland
Olgierd Unold , Wroclaw University of Technology, Poland
pp. 348-352

Software Effort Estimation using Machine Learning Techniques with Robust Confidence Intervals (Abstract)

Petronio L. Braga , Pernambuco State University
Adriano L. I. Oliveira , Pernambuco State University
Silvio R. L. Meira , Federal University of Pernambuco
pp. 352-357

Fuzzy and Neuro-Fuzzy Modeling for Total Volume study of Eucalyptus sp (Abstract)

Felipe L. Valentim , Universidade Federal de Lavras
Natalino Caleg?rio , Universidade Federal de Lavras
Alexandre A. S. e Oliveira , Universidade Federal de Lavras
Ricardo M. de A. Silva , Universidade Federal de Lavras
Fillipe G. Brandao , Universidade Federal de Lavras
Danilo M. Pires , Universidade Federal de Lavras
Adriano R. de Mendonca , Universidade Federal de Lavras
Gleimar B. Baleeiro , Universidade Federal de Lavras
pp. 358-361

Dynamic Overlay Networks for Image Processing Grids (Abstract)

Bjoern Wagner , Fraunhofer Institut Techno- und Wirtschaftsmathematik, Germany
Andreas Dinges , Fraunhofer Institut Techno- und Wirtschaftsmathematik, Germany
Paul Mueller , TU Kaiserslautern, Integrated Communication Systems Group
pp. 362-365

Exploration of Pareto Frontier Using a Fuzzy Controlled Hybrid Line Search (Abstract)

Crina Grosan , Norwegian University of Science and Technology, Trondheim, Norway
Ajith Abraham , Norwegian University of Science and Technology, Trondheim, Norway
pp. 366-371

Comparative Study of Clustering Techniques for the Organization of Software Repositories (Abstract)

Bruno J. M. Melo , University of Pernambuco
Silvio R. L. Meira , Federal University of Pernambuco
Ronaldo C. Veras , Federal University of Pernambuco
Adriano L. I. Oliveira , University of Pernambuco
pp. 372-377
Author Index

Author Index (PDF)

pp. 378
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