The Community for Technology Leaders
Neural Networks, IEEE - INNS - ENNS International Joint Conference on (2000)
Como, Italy
July 24, 2000 to July 27, 2000
ISSN: 1098-7576
ISBN: 0-7695-0619-4
TABLE OF CONTENTS
Session HD1: Self-Organizing Maps I

EM Algorithms for Self-Organizing Maps (Abstract)

Tom Heskes , University of Nijmegen
Jan-Joost Spanjers , University of Nijmegen
Wim Wiegerinck , University of Nijmegen
pp. 6009

The Growing Hierarchical Self-Organizing Map (Abstract)

Dieter Merkl , Technische Universit?t Wien
Michael Dittenbach , Technische Universit?t Wien
Andreas Rauber , Technische Universit?t Wien
pp. 6015
Session HD2: Adaptive Resonance Theory Networks II

Classification of Incomplete Data Using the Fuzzy ARTMAP Neural Network (Abstract)

Eric Granger , Department of National Defense and ?cole Polytechnique de Montr?al
Pierre Lavoie , Department of National Defense
Stephen Grossberg , Boston University
Mark A. Rubin , Boston University
pp. 6035

Hierarchical ARTMAP (Abstract)

Stephen J. Verzi , University of New Mexico
Michael J. Healy , The Boeing Company
Michael Georgiopoulos , University of Central Florida
Gregory L. Heileman , University of New Mexico
pp. 6041

MicroARTMAP: Use of Mutual Information for Category Reduction in Fuzzy ARTMAP (Abstract)

Y.A. Dimitriadis , University of Valladolid
J. López Coronado , University of Cartagena
J.M. Cano Izquierdo , University of Cartagena
E. Gómez Sánchez , University of Valladolid
pp. 6047

Classification of Noisy Signals Using Fuzzy ARTMAP Neural Networks (Abstract)

Dimitrios Charalampidis , University of Central Florida
Michael Georgiopoulos , University of Central Florida
Takis Kasparis , University of Central Florida
pp. 6053
Session HD3: Manufacturing

Surface Identification Using Angle Resolved Light Scatter Measurements (Abstract)

T. Rinder , University of the Federal Armed Forces in Hamburg
H. Rothe , University of the Federal Armed Forces in Hamburg
pp. 6067

Recurrent and Non-Recurrent Dynamic Network Paradigms: A Case Study (Abstract)

Walter Maydl , University of Passau
Bernhard Sick , University of Passau
pp. 6073
Session HD6: Speech Processing II

A Noise-Robust Front-End Based on Tree-Structured Filter-Bank for Speech Recognition (Abstract)

Rhee Man Kil , Korea Advanced Institute of Science and Technology
Geon Hyoung Lee , Korea Advanced Institute of Science and Technology
Young-Ik Kim , Korea Advanced Institute of Science and Technology
pp. 6081

Speaker Adaptation based on Judge Network with Small Adaptation Words (Abstract)

Soo-Young Lee , Korea Advanced Institute of Science and Technology
Jae-Hoon Jeong , Korea Advanced Institute of Science and Technology
pp. 6087

Self-Organizing Semantic Maps of Japanese Nouns in Terms of Adnominal Constituents (Abstract)

Kyoko Kanzaki , Ministry of Posts and Telecommunications
Masaki Murata , Ministry of Posts and Telecommunications
Qing Ma , Ministry of Posts and Telecommunications
Masao Utiyama , Ministry of Posts and Telecommunications
Kiyotaka Uchimoto , Ministry of Posts and Telecommunications
Hitoshi Isahara , Ministry of Posts and Telecommunications
pp. 6091

Text Independent Speaker Verification Using Modular Neural Network (Abstract)

Jong-Jin Won , Sungkyunkwan University
Moon-Hyun Kim , Sungkyunkwan University
Ig-Tae Um , Sungkyunkwan University
pp. 6097
Session HD7: Communications V

A Reconfigurable Neural Environment on Active Networks (Abstract)

G. Lo Re , Consiglio Nazionale delle Ricerche
A. Chella , Consiglio Nazionale delle Ricerche and Universit? di Palermo
G. Favarò , Universit? di Palermo
D. Guarino , Consiglio Nazionale delle Ricerche and Universit? di Palermo
G. Di Fatta , Consiglio Nazionale delle Ricerche and Universit? di Palermo
pp. 6105

Neural Network in Fast Simulation Modeling (Abstract)

Gary Stoneley , Nortel Networks
Laurie Cuthbert , University of London
Enjie Liu , University of London
John Schormans , University of London
pp. 6109

Recursive Non Linear Models for On Line Traffic Prediction of VBR MPEG Coded Video Sources (Abstract)

Nikolaos D. Doulamis , National Technical University of Athens
Anastasios D. Doulamis , National Technical University of Athens
Stefanos D. Kollias , National Technical University of Athens
pp. 6114

Intelligent Call Transfer Based on Reinforcement Learning (Abstract)

Denis Sablic , University of Zagreb
Dragan Jevtic , University of Zagreb
pp. 6120
Session HD8: Special Session on 'Artificial Neural Networks for Mobile Robots'

Control of Chaotic Behavior with ANN (Abstract)

C. Sarasola , UPV/EHU
A. d'Anjou , UPV/EHU
F.J. Torrealdea , UPV/EHU
pp. 6127

Robust Visual Recognition with High-Order Gaussian Synapses Networks (Abstract)

J.L. Crespo , Universidade da Coru?
J. Santos , Universidade da Coru?
R.J. Duro , Universidade da Coru?
pp. 6135

Morphological Neural Networks for Robust Visual Processing in Mobile Robotics (Abstract)

M. Graña , Universidad del Pa?s Vasco
B. Raducanu , Universidad del Pa?s Vasco
pp. 6140

Applying Synaptic Delays for Virtual Sensing and Actuation in Mobile Robots (Abstract)

R.J. Duro , Universidade da Coru?
F. Bellas , Universidade da Coru?
J.A. Becerra , Universidade da Coru?
J. Santos , Universidade da Coru?
pp. 6144
Session HE1: Self-Organizing Maps II

Structure Formation in Visual Cortex Based on a Curved Feature Space (Abstract)

J. Michael Herrmann , Max-Planck-Institut f?r Str?mungsforschung
Norbert Mayer , Max-Planck-Institut f?r Str?mungsforschung
Theo Geisel , Max-Planck-Institut f?r Str?mungsforschung
pp. 6153

Assessing Self-Organization Using Order Metrics (Abstract)

Arnulfo P. Azcarraga , National University of Singapore
pp. 6159

Adding a Healing Mechanism in the Self-Organizing Feature Map Algorithm (Abstract)

Hsiao-Te Chang , Tamkang University
Chien-Hsing Chou , Tamkang University
Mu-Chun Su , Tamkang University
pp. 6171
Session HE2: Identification III

Soft Computing Techniques for Modeling Geophysical Data (Abstract)

Giuseppe Nunnari , Universit? di Catania
Libero Bertucco , Universit? di Catania
pp. 6191

Using Neural Networks for Estimation of Aquifer Dynamical Behavior (Abstract)

Nilton J. Saggioro , University of S?o Paulo
Ivan N. da Silva , University of S?o Paulo
Jose A. Cagnon , University of S?o Paulo
pp. 6203
Session HE3: Power Systems

A Reinforcement Learning Based Neural Multi-Agent-System for Control of a Combustion Process (Abstract)

K. Debes , Ilmenau Technical University
F. Wintrich , ORFEUS Combustion Engineering GmbH
V. Stephan , Ilmenau Technical University
H.-M. Gross , Ilmenau Technical University
H. Wintrich , ORFEUS Combustion Engineering GmbH
pp. 6217

Uncertainty of the Short-Term Electrical Load Forecasting in Utilities (Abstract)

Zbigniew Gontar , University of L?
Witold Bardzki , Biurosystem S.A.
Jerzy S. Zielinski , University of L?
Witold Bartkiewicz , University of L?
pp. 6235

A Hierarchical Neural Model in Short-Term Load Forecasting (Abstract)

Carlos H.L. Feichas , Escola Federal de Engenharia de Itajub?
Otávio A. S. Carpinteiro , Escola Federal de Engenharia de Itajub?
Alexandre P. A. da Silva , Escola Federal de Engenharia de Itajub?
pp. 6241
Session HE6: Signal Processing

A Hierarchical Neural Network-Based Approach to VIRGO Noise Identification (Abstract)

R. Tagliaferri , Universit? di Salerno, INFM unit? di Salerno and IIASS ?E. R. Caianiello?
F. Garufi , Istituto Nazionale di Fisica Nucleare, sez. Napoli
F. Barone , Universit? di Salerno and Istituto Nazionale di Fisica Nucleare, sez. Napoli
L. Milano , Istituto Nazionale di Fisica Nucleare, sez. Napoli and Universit? di Napoli ?Federico II?
A. Eleuteri , Istituto Nazionale di Fisica Nucleare, sez. Napoli and Universit? di Napoli
F. Acernese , Universit? di Salerno
pp. 6253

An Array Feed Radial Basis Function Tracking System for NASA's Deep Space Network Antennas (Abstract)

P. Arabshahi , California Institute of Technology
V.A. Vilnrotter , California Institute of Technology
R. Mukai , California Institute of Technology
pp. 6259

Classifying Emitters in the High Frequency Range with Self-Organizing Maps (Abstract)

Hans Christoph Zeidler , Universit?t der Bundeswehr Hamburg
Karsten Fanghänel , Universit?t der Bundeswehr Hamburg
Frank Raps , Universit?t der Bundeswehr Hamburg
Kuno Köllmann , Universit?t der Bundeswehr Hamburg
pp. 6265

A New Method for Tracking Modulations in Tonal Music in Audio Data Format (Abstract)

Klaus Obermayer , Technical University Berlin
Benjamin Blankertz , University of M?nster
Hendrik Purwins , CCRMA and Technical University Berlin
pp. 6270
Session HE7: Data Analysis II

The GeTLS EXIN Neuron for Linear Regression (Abstract)

Giansalvo Cirrincione , Katholieke Universiteit Leuven
Sabine Van Huffel , Katholieke Universiteit Leuven
Maurizio Cirrincione , CERISEP-CNR
pp. 6285

Regression Analysis for Rival Penalized Competitive Learning Binary Tree (Abstract)

Irwin King , Chinese University of Hong Kong
Xue Qun Li , Chinese University of Hong Kong
pp. 6290

A Classification Scheme for Applications with Ambiguous Data (Abstract)

Andrew D. Back , Katestone Scientific
Thomas P. Trappenberg , University of Oxford
pp. 6296

Empirical Modeling of Very Large Data Sets Using Neural Networks (Abstract)

Aaron J. Owens , DuPont Central Research and Development
pp. 6302
Session HE8: Robotics III

Multi-Objective Behavior Coordinate for a Mobile Robot with Fuzzy Neural Networks (Abstract)

Fumio Kojima , Kobe University
Yusuke Nojima , Osaka Institute of Technology
Naoyuki Kubota , Osaka Institute of Technology
Toshio Fukuda , Nagoya University
pp. 6311

Pose Classification Using Support Vector Machines (Abstract)

E. Ardizzone , University of Palermo
A. Chella , University of Palermo
R. Pirrone , University of Palermo
pp. 6317

MONODA: A Neural Modular Architecture for Obstacle Avoidance without Knowledge of the Environment (Abstract)

Bernardete Ribeiro , Universidade de Coimbra
Manuel Crisóstomo , Instituto de Sistemas e Rob?tica - Coimbra
Catarina Silva , Universidade de Coimbra and Escola Superior de Tecnologia e Gest?o - Leiria
pp. 6334
Session HF1: Economics and Finance II

Selecting Bankruptcy Predictors Using a Support Vector Machine Approach (Abstract)

Alan Fan , University of Melbourne
Marimuthu Palaniswami , University of Melbourne
pp. 6354

Testing the Predictability of the Cyprus Stock Exchange: The Case of an Emerging Market (Abstract)

Costas Toumpouris , CLR Stockbrokers Ltd.
Constantinos C. Neocleous , University of Cyprus
Christos N. Schizas , University of Cyprus
Andreas S. Andreou , University of Cyprus
pp. 6360
Session HF2: Fault Diagnosis and Defect Identification II

Non-Destructive Test by the Hopfield Network (Abstract)

P. Burrascano , University of Perugia
S. Fiori , University of Perugia
M. Maggi , University of Perugia
S. Barcherini , University of Perugia
L. Cipiccia , University of Perugia
pp. 6381
Session HF3: Support Vector Machines II

Geometric Neural Networks and Support Multi-Vector Machines (Abstract)

Eduardo Bayro-Corrochano , Centro de Investigaciones Matem?ticas
Refugio Vallejo , Centro de Investigaciones Matem?ticas
pp. 6389

Optimization on Support Vector Machines (Abstract)

João Pedro Pedroso , Universidade de Lisboa
Noboru Murata , Riken Brain Science Institute
pp. 6399

Towards an Incremental SVM for Regression (Abstract)

Menita Carozza , Universit? del Sannio
Salvatore Rampone , Universit? del Sannio
pp. 6405

Neural Network Realization of Support Vector Methods for Pattern Classification (Abstract)

Ying Tan , University of Science and Technology of China
Jun Wang , Chinese University of Hong Kong
Youshen Xia , Chinese University of Hong Kong
pp. 6411
Session HF4: Neurodynamics and Chaos II

Randomly Connected Neural Networks Displaying 1/f Spectra (Abstract)

Yoshinobu Kamitani , Chiba University
Ikuo Matsuba , Chiba University
Hiroki Suyari , Chiba University
pp. 6419

Dynamical Analysis of an Oscillatory Cortical Neural Network (Abstract)

Wilson A. Truccolo , Florida Atlantic University
Steven L. Bressler , Florida Atlantic University
Mingzhou Ding , Florida Atlantic University
pp. 6434
Session HF5: Network Optimization

Neural Network Pruning for Function Approximation (Abstract)

Adam Gaweda , University of Louisville
Rudy Setiono , National University of Singapore
pp. 6443

A New Method to Prune the Neural Network (Abstract)

Jinglu Hu , Kyushu University
Weishui Wan , Kyushu University
Kotaro Hirasawa , Kyushu University
Chunzhi Jin , Kyushu University
pp. 6449

On the Problem in Model Selection of Neural Network Regression in Overrealizable Scenario (Abstract)

Shiro Usui , Toyohashi University of Technology
Katsuyuki Hagiwara , Mie University
Kazuhiro Kuno , Mie University
pp. 6461
Session HF6: Applications to Optimization I

Augmented Lagrange Chaotic Simulated Annealing for Combinatorial Optimization Problems (Abstract)

Fuyu Tian , Nanyang Technological University
Lipo Wang , Nanyang Technological University
pp. 6475

Solving Nonlinear Optimization Problems Using Networks Of Spiking Neurons (Abstract)

Rainer Malaka , Technical University of Munich
Sebastian Buck , Technical University of Munich
pp. 6486

A Recurrent Neural Network for Solving Nonlinear Projection Equations (Abstract)

Jun Wang , Chinese University of Hong Kong
Youshen Xia , Chinese University of Hong Kong
pp. 6492

Rescaling the Energy Function in Hopfield Networks (Abstract)

Xinchuan Zeng , Brigham Young University
Tony R. Martinez , Brigham Young University
pp. 6498
Session HF7: Applications to Optimization II

A New Deterministic Annealing Algorithm for Maximum Clique (Abstract)

Anand Rangarajan , Yale University
Arun Jagota , University of California at Santa Cruz
Marcello Pelillo , Universit? Ca' Foscari di Venezia
pp. 6505

A Modified Hopfield Model for Solving the N-Queens Problem (Abstract)

Mario E. Bordon , University of S?o Paulo
Ivan N. da Silva , University of S?o Paulo
Andre N. de Souza , University of S?o Paulo
pp. 6509

Neural Global Router (Abstract)

Priya Alti , Indian Institute of Technology
Basabi Bhaumik , Indian Institute of Technology
pp. 6515
Session HF8: Fuzzy Neural Systems II

An Enhanced Fuzzy Neuron Controller for Curved Search Neural Network Learning (Abstract)

Peitsang Wu , I-Shou University
Shu-Cherng Fang , North Carolina State University at Raleigh
Henry L.W. Nuttle , North Carolina State University at Raleigh
pp. 6535

A Recursive Algorithm for Fuzzy Min-Max Networks (Abstract)

F.M. Frattale Mascioli , University of Rome ?La Sapienza?
A. Rizzi , University of Rome ?La Sapienza?
G. Martinelli , University of Rome ?La Sapienza?
M. Panella , University of Rome ?La Sapienza?
pp. 6541

What are the Main Functional Block Involved in the Design of Adaptive Neuro-Fuzzy Inference Systems? (Abstract)

M. Rodriguez-Alvarez , University of Granada
I. Rojas , University of Granada
A. Prieto , University of Granada
J.L. Bernier , University of Granada
pp. 6551
Session HF9: Evolutionary Computation II

GA-Based Supervised Learning of Neocognitron (Abstract)

Daming Shi , National University of Singapore
Chew Lim Tan , National University of Singapore
pp. 6559

Supervised Scaled Regression Clustering: An Alternative to Neural Networks (Abstract)

Marcel Rijckaert , University of Leuven
Mark J. Embrechts , Rensselaer Polytechnic Institute
Dirk Devogelaere , University of Leuven
pp. 6571

Exploiting the Selfish Gene Algorithm for Evolving Cellular Automata (Abstract)

Fulvio Corno , Politecnico di Torino
Matteo Sonza Reorda , Politecnico di Torino
Giovanni Squillero , Politecnico di Torino
pp. 6577
Session HF10: Evolutionary Computation III

Evolving Neural Network Structures Using Axonal Growth Mechanisms (Abstract)

P. Eggenberger , ATR Human Information Processing Research Laboratories
pp. 6591

The Role of Weight Domain in Evolutionary Design of Multilayer Perceptrons (Abstract)

Bohdan Macukow , Warsaw University of Technology
Maciej Grzenda , Warsaw University of Technology
pp. 6596

Adaptive RBF Classifier for Object Recognition in Image Sequences (Abstract)

Peter W. Pachowicz , George Mason University
Sung W. Baik , Datamat Systems Research, Inc.
pp. 6600
Session HF11: Evolutionary Computation IV

Switching Dynamics of Multi-Agent Systems: Soap Froths Paradigm (Abstract)

W.K.F. Lor , Imperial College of Science, Technology and Medicine
K.Y. Szeto , Hong Kong University of Science and Technology
pp. 6625

Computational Intelligence in Adaptive Educational Hypermedia (Abstract)

G.D. Magoulas , University of Athens
K.A. Papanikolaou , University of Athens
M. Grigoriadou , University of Athens
pp. 6629
Session HF12: Robotics IV

Biologically Inspired Neural Controllers for Motor Control in a Quadruped Robot (Abstract)

Aude Billard , University of Southern California
Auke Jan Ijspeert , University of Southern California
pp. 6637

Author Index (PDF)

pp. 6649
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