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Tables of Contents for Artificial Neural Networks and Neural Information Processing - Icann/Iconip 2003
Chapter/Section Title
Page #
Page Count
Learning Algorithms
Adaptive Hopfield Network
3
8
Gürsel Serpen
Effective Pruning Method for a Multiple Classifier System Based on Self-Generating Neural Networks
11
8
Hirotaka Inoue, Hiroyuki Narihisa
Structural Bias in Inducing Representations for Probabilistic Natural Language Parsing
19
8
James Henderson
Independent Component Analysis Minimizing Convex Divergence
27
8
Yasuo Matsuyama, Naoto Katsumata, Ryo Kawamura
Selecting Salient Features for Classification Committees
35
8
Antanas Verikas, Marija Bacauskiene, Kerstin Malmquist
Fast and Efficient Training of RBF Networks
43
9
Oliver Buchtala, Alexander Hofmann, Bernhard Sick
Loading Temporal Associative Memory Using the Neuronic Equation
52
8
Cheng-Yuan Liou, Un-Cheong Sou
Learning Compatibility Functions for Feature Binding and Perceptual Grouping
60
8
Sebastian Weng, Jochen J. Steil
Differential ICA
68
8
Seungjin Choi
A Comparison of Model Aggregation Methods for Regression
76
8
Zafer Barutcuoglu, Ethem Alpaydin
Linear Least-Squares Based Methods for Neural Networks Learning
84
8
Oscar Fontenla-Romero, Deniz Erdogmus, J.C. Principe, Amparo Alonso-Betanzos, Enrique Castillo
Optimal Hebbian Learning: A Probabilistic Point of View
92
7
Jean-Pascal Pfister, David Barber, Wulfram Gerstner
Competitive Learning by Information Maximization: Eliminating Dead Neurons in Competitive Learning
99
8
Ryotaro Kamimura
Approximate Learning in Temporal Hidden Hopfield Models
107
8
Felix V. Agakov, David Barber
Finite Mixture Model of Bounded Semi-naive Bayesian Networks Classifier
115
8
Kaizhu Huang, Irwin King, Michael R. Lyu
System Identification Based on Online Variational Bayes Method and Its Application to Reinforcement Learning
123
9
Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato
Dimension Reduction Based on Orthogonality - A Decorrelation Method in ICA
132
8
Kun Zhang, Lai- Wan Chan
Selective Sampling Methods in One-Class Classification Problems
140
9
Piotr Juszczak, Robert P.W. Duin
Learning Distributed Representations of High-Arity Relational Data with Non-linear Relational Embedding
149
8
Alberto Paccanaro
Meta-learning for Fast Incremental Learning
157
8
Takayuki Oohira, Koichiro Yamauchi, Takashi Omori
Expectation-MiniMax Approach to Clustering Analysis
165
8
Yiu-ming Cheung
Formal Determination of Context in Contextual Recursive Cascade Correlation Networks
173
8
Alessio Micheli, Diego Sona, Alessandro Sperduti
Confidence Estimation Using the Incremental Learning Algorithm, Learn++
181
8
Jeffrey Byorick, Robi Polikar
Stability and Convergence Analysis of a Neural Model Applied in Nonlinear Systems Optimization
189
12
Ivan Nunes da Silva
SVM and Kernel Methods
Generalization Error Analysis for Polynomial Kernel Methods - Algebraic Geometrical Approach
201
8
Kazushi Ikeda
Regularized Kriging: The Support Vectors Method Applied to Kriging
209
8
Jose M. Matias, Wenceslao Conzdlez-Manteiga
Support Vector Machine Classifiers for Asymmetric Proximities
217
8
Alberto Munoz, Isaac Martin de Diego, Javier M. Moguerza
Fuzzy Model Identification Using Support Vector Clustering Method
225
9
Aysegul Ucar, Yakup Demir, Cuneyt Guzelis
Human Splice Site Identification with Multiclass Support Vector Machines and Bagging
234
11
Ana Carolina Lorena, Andre C.P.L.F. de Carvalho
Statistical Data Analysis
Optimizing Property Codes in Protein Data Reveals Structural Characteristics
245
8
Olaf Weiss, Andreas Ziehe, Hanspeter Herzel
Multicategory Bayesian Decision Using a Three-Layer Neural Network
253
9
Yoshifusa Ito, Cidambi Srinivasan
Integrating Supervised and Unsupervised Learning in Self Organizing Maps for Gene Expression Data Analysis
262
9
Seferina Mavroudi, Andrei Dragomir, Stergios Papadimitriou, Anastasios Bezerianos
Prior Hyperparameters in Bayesian PCA
271
9
Shigeyuki Oba, Masa-aki Sato, Shin Ishii
Relevance and Kernel Self-Organising Maps
280
11
Emilio Corchado, Colin Fyfe
Pattern Recognition
Hierarchical Bayesian Network for Handwritten Digit Recognition
291
8
JaeMo Sung, Sung-Yang Bang
A Novel Neural Network Approach to Solve Exact and Inexact Graph Isomorphism Problems
299
8
Brijnesh J. Jain, Fritz Wysotzki
Evolutionary Optimisation of RBF Network Architectures in a Direct Marketing Application
307
9
Peter Neumann, Bernhard Sick, Dirk Arndt, Wendy Gersten
Intrusion Detection in Computer Networks with Neural and Fuzzy Classifiers
316
9
Alexander Hofmann, Carsten Schmitz, Bernhard Sick
Optimal Matrix Compression Yields Storage Capacity 1 for Binary Willshaw Associative Memory
325
8
Andreas Knoblauch
Supervised Locally Linear Embedding
333
9
Dick de Ridder, Olga Kouropteva, Oleg Okun, Matti Pietikainen, Robert P.W. Duin
Feature Extraction for One-Class Classification
342
8
David M.J. Tar, Klaus-R. Müller
Auto-adaptive and Dynamical Clustering Neural Network
350
9
Stephane Lecoeuche, Christophe Lurette
Transformations of Symbolic Data for Continuous Data Oriented Models
359
8
Krzysztof Grabczewski, Norbert Jankowski
Comparing Fuzzy Data Sets by Means of Graph Matching Technique
367
8
Giuseppe Acciani, Girolamo Fornarelli, Luciano Liturri
How to Do Multi-way Classification with Two-Way Classifiers
375
10
Florin Cutzu
Vision
Sparse Coding with Invariance Constraints
385
8
Heiko Wersing, Julian Eggert, Edgar Korner
Restoring Partly Occluded Patterns: A Neural Network Model with Backward Paths
393
8
Kunihiko Fukushima
The InfoMin Criterion: An Information Theoretic Unifying Objective Function for Topographic Mappings
401
8
Yoshitatsu Matsuda, Kazunori Yamaguchi
Short-Term Memory Optical Flow Image
409
8
Satoru Morita
A Hybrid MLP-PNN Architecture for Fast Image Superresolution
417
8
Carlos Miravet, Francisco B. Rodriguez
Recognition of Gestural Object Reference with Auditory Feedback
425
8
Ingo Bax, Holger Bekel, Gunther Heidemann
Multi-chip Implementation of a Biomimetic VLSI Vision Sensor Based on the Adelson-Bergen Algorithm
433
10
Erhan Ozalevli, Charles M. Higgins
Speech Recognition
Client Dependent GMM-SVM Models for Speaker Verification
443
9
Quan Le, Samy Bengin
Frequency and Wavelet Filtering for Robust Speech Recognition
452
11
Murat Deviren, Khalid Daoudi
Robotics and Control
Unsupervised Learning of a Kinematic Arm Model
463
8
Heiko Hoffmann, Ralf Moller
A Design of CMAC Based Intelligent PID Controllers
471
8
Toru Yamamoto, Ryota Kurozumi, Shoichiro Fujisawa
Learning to Control at Multiple Time Scales
479
9
Ralf Schoknacht, Martin Riedmzller
The Evolution of Modular Artificial Neural Networks for Legged Robot Control
488
8
Sethuraman Muthuraman, Grant Maxwell, Christopher MacLeod
Dimensionality Reduction through Sensory-Motor Coordination
496
8
Rene te Boekhorst, Max Lungarella, Rolf Pfeifer
Learning Localisation Based on Landmarks Using Self-Organisation
504
11
Kaustubh Chokshi, Stefan Wermter, Cornelius Weber
Signal Processing
Spatial Independent Component Analysis of Multitask-Related Activation in fMRI Data
515
8
Zhi-ging Long, Li Yao, Xiao-jie Zhao, Liu-ging Pei, Gui Xue, Qi Dong, Dan-ling Peng
Closed Loop Stability of FIR-Recurrent Neural Networks
523
7
Alex Ausseinn
Selective Noise Cancellation Using Independent Component Analysis
530
8
Jun-Il Sohn, Minho Lee
Expert Mixture Methods for Adaptive Channel Equalization
538
8
Edward Harrington
A Relaxation Algorithm Influenced by Self-Organizing Maps
546
8
Michiharu Maeda
A Gradient Network for Vector Quantization and Its Image Compression Applications
554
8
Hatice Dogan and Cuneyt Guzelis
Multi-scale Switching Linear Dynamical Systems
562
11
Onno Zoeter, Tom Heskes
Time-Series Prediction
Model Selection with Cross-Validations and Bootstraps - Application to Time Series Prediction with RBFN Models
573
8
Amaury Lendasse, Vincent Wertz, Michel Verleysen
A Hybrid Neural Architecture and Its Application to Temperature Prediction
581
8
Srimanta Pal, Jyotirmay Das, Kausik Majumdar
Risk Management Application of the Recurrent Mixture Density Network Models
589
8
Tatiana Miazhynskaia, Georg Dorffner, Engelbert J. Dockner
Hierarchical Mixtures of Autoregressive Models for Time-Series Modeling
597
10
Carmen Vidal, Alberto Suarez
Intelligent and Hybrid Systems
A Simple Constructing Approach to Build P2P Global Computing Overlay Network
607
8
Dou Wen, Jia Yan, Liu Zhong, Zou Peng
Option Pricing with the Product Constrained Hybrid Neural Network
615
7
Paul Lajbcygier
Self-Organizing Operator Maps in Complex System Analysis
622
8
Pasi Lehtimaki, Kimmo Raivio, Olli Simula
Optimization of a Microwave Amplifier Using Neural Performance Data Sheets with Genetic Algorithms
630
8
Filiz Gunes, Yavuz Cengiz
Adaptive Stochastic Classifier for Noisy pH-ISFET Measurements
638
8
Tong Boon Tang, Hsin Chen, Alan F. Murray
Comparing Support Vector Machines, Recurrent Networks, and Finite State Transducers for Classifying Spoken Utterances
646
8
Sheila Garfield, Stefan Wermter
Selecting and Ranking Time Series Models Using the NOEMON Approach
654
8
Ricardo B.C. Prudenezo, Teresa B. Ludermir
Optimization of the Deflection Basin by Genetic Algorithm and Neural Network Approach
662
8
Serdal Terzi, Mehmet Saltan, Tulay Yildirim
Inversion of a Neural Network via Interval Arithmetic for Rule Extraction
670
8
Carlos Hernandez-Espinosa, Mercedes Fernandez-Redondo, Mamen Ortiz-Gomez
Implementation of Visual Attention System Using Bottom-up Saliency Map Model
678
8
Sang-Jae Park, Sang-Woo Ban, Jang-Kyoo Shin, Minho Lee
A Self-Growing Probabilistic Decision-Based Neural Network for Anchor/Speaker Identification
686
9
Y.H. Chen, C.L. Tseng, Hsin-Chia Fu, H.T. Pao
Unsupervised Clustering Methods for Medical Data: An Application to Thyroid Gland Data
695
7
Songlil Albayrak
Protein Sequence Classification Using Probabilistic Motifs and Neural Networks
702
8
Konstantinos Blekas, Dimitrios I. Fotiadis, Aristides Likas
On a Dynamic Wavelet Network and Its Modeling Application
710
11
Yasar Becerikli, Yusuf Oysal, Ahmet Ferit Konar
Neural Network Hardware
Low Power Digital Neuron for SOM Implementations
721
8
Roberta Cambio, David C. Hendry
Direction Selective Two-Dimensional Analog Circuits Using Biomedical Vision Model
729
8
Masashi Kawaguchi, Kazuyuki Kondo, Takashi Jimbo, Masayoshi Umeno
Review of Capacitive Threshold Gate Implementations
737
8
Valeriu Beiu, Maria J. Avedillo, Jose M. Quintana
Constructive Threshold Logic Addition (A Synopsis of the Last Decade)
745
8
Valeriu Beiu
CrossNets: Neuromorphic Networks for Nanoelectronic Implementation
753
10
Özgür Turel, Konstantin Likharev
Cognitive Science
The Acquisition of New Categories through Grounded Symbols: An Extended Connectionist Model
763
8
Alberto Greco, Thomas Riga, Angelo Cangelosi
A Neural Model of Binding and Capacity in Visual Working Memory
771
8
Gwendid T. van der Voort van der Kleij, Marc de Kamps, Frank van der Velde
Neural Network: Input Anticipation May Lead to Advanced Adaptation Properties
779
7
Andrei Kursin
Acceleration of Game Learning with Prediction-Based Reinforcement Learning - Toward the Emergence of Planning Behavior -
786
11
Yu Ohigashi, Takashi Omori, Koji Morikawa, Natsuki Oka
Computational Neuroscience
The Interaction of Recurrent Axon Collateral Networks in the Basal Ganglia
797
8
Mark D. Humphries, Tony J. Prescott, Kevin N. Gurney
Optimal Coding for Naturally Occurring Whisker Deflections
805
8
Verena Vanessa Hafner, Miriam Fend, Max Lungarella, Rolf Pfeifer, Peter Konig, Konrad Paul Kording
Object Localisation Using Laterally Connected "What" and "Where" Associator Networks
813
8
Cornelius Weber, Stefan Wermter
Influence of Membrane Warp on Pulse Propagation Time
821
9
Akira Hirose, Toshihiko Hamann
Detailed Learning in Narrow Fields Towards a Neural Network Model of Autism
830
9
Andrew P. Paplinski, Lennart Gustafsson
Online Processing of Multiple Inputs in a Sparsely-Connected Recurrent Neural Network
839
7
Julien Mayor, Wulfram Gerstner
The Spike Response Model: A Framework to Predict Neuronal Spike Trains
846
8
Renaud Jolivet, Timothy J. Lewis, Wulfram Gerstner
Roles of Motion and Form in Biological Motion Recognition
854
13
Antonino Casile, Martin Giese
Special Sessions
Semantic and Context Aware Intelligent Systems
Improving the Performance of Resource Allocation Networks through Hierarchical Clustering of High-Dimensional Data
867
8
Nicolas Tsapatsoulis, Manolis Wallace, Stathis Kasderidis
Learning Rule Representations from Boolean Data
875
8
B. Apolloni, A. Brega, D. Malchiodi, G. Palmas, A.M. Zanaboni
Weighted Self-Organizing Maps: Incorporating User Feedback
883
8
Andreas Nurnberger, Marcin Detyniecki
Classification and Tracking of Hypermedia Navigation Patterns
891
10
Patrick Gallinari, Sylvain Bidel, Laurent Lemoine, Frederic Pzat, Thierry Artieres
Self-Aware Networks and Quality of Service
901
8
Eroi Gelenbe, Arturo Nunez
Drawing Attention to the Dangerous
909
8
Stathis Kasderidis, John G. Taylor, Nicolas Tsapatsoulis, Dario Malchiodi
ASK - Acquisition of Semantic Knowledge
917
8
Trevor P. Martin
An Adaptable Gaussian Neuro-Fuzzy Classifier
925
8
Minas Pertselakis, Dimitrios Frossyniotis, Andreas Stafylopatis
Knowledge Refinement Using Fuzzy Compositional Neural Networks
933
10
Vassflis Tzouvaras, Giorgos Stamou, Stefanos Kollias
Complex-Valued Neural Networks: Theories and Applications
Phase Singular Points Reduction by a Layered Complex-Valued Neural Network in Combination with Constructive Fourier Synthesis
943
8
Motoi Minami, Akira Hirose
Quantum Adiabatic Evolution Algorithm for a Quantum Neural Network
951
8
Mitsunaga Kinjo, Shigeo Sato, Koji Nakajima
Adaptive Beamforming by Using Complex-Valued Multi Layer Perceptron
959
8
Andriyan Bayu Suksmono, Akira Hirose
A Complex-Valued Spiking Machine
967
10
Gilles Vaucher
The Behavior of the Network Consisting of Two Complex-Valued Nagumo-Sato Neurons
977
8
Iku Nemoto
On Activation Functions for Complex-Valued Neural Networks - Existence of Energy Functions -
985
8
Yasuaki Kuroe, Mitsuo Yoshida, Takehiro Mori
The Computational Power of Complex-Valued Neuron
993
10
Tohru Nitta
Computational Intelligence and Applications
Recommendation Models for User Accesses to Web Pages
1003
8
Sule Gunduz, M. Tamer Ozsu
A Spectral-Spatial Classification Algorithm for Multispectral Remote Sensing Data
1011
7
Hakan Karakahya, Bingul Yazgan, Okan K. Ersoy
Neural Network Based Material Identification and Part Thickness Estimation from Two Radiographic Images
1018
8
Ibrahim N. Tansel, Reen Nripjeet Singh, Peng Chen, Claudia V. Kropas-Hughes
Selection of Optimal Cutting Conditions by Using the Genetically Optimized Neural Network System (GONNS)
1026
7
W.Y. Bao, Peng Chen, Ibrahim N. Tansel, N.S. Reen, S.Y. Yang, D. Rincon
Building RBF Neural Network Topology through Potential Functions
1033
8
Natacha Gueorguieva, Iren Valova
Use of Magnetomyographic (MMG) Signals to Calculate the Dependency Properties of the Active Sensors in Myometrial Activity Monitoring
1041
8
C. Bayrak, Z. Chen, J. Norton, H. Preissl, C. Lowery, H. Eswaran, J.D. Wilson
Speed Enhancement with Soft Computing Hardware
1049
8
Taher Daud, Ricardo Zebulum, Tuan Duong, Ian Ferguson, Curtis Padgett, Adrian Stoica, Anil Thakoor
Neural Networks Applied to Electromagnetic Compatibility (EMC) Simulations
1057
7
Huseyin Goksu, Donald C. Wunsch II
Sliding Mode Algorithm for Online Learning in Analog Multilayer Feedforward Neural Networks
1064
9
Nikola G. Shakev, Andon V. Topalov, Okyay Kaynak
Exploring Protein Functional Relationships Using Genomic Information and Data Mining Techniques
1073
8
Jack Y. Yang, Mary Qu Yang, Okan K. Ersoy
Predicting Bad Credit Risk: An Evolutionary Approach
1081
8
Susan E. Bedingfield, Kate A. Smith
Indirect Differentiation of Function for a Network of Biologically Plausible Neurons
1089
11
Amber D. Fischer, Cihan H. Dagli
Application of Vision Models to Traffic Sign Recognition
1100
9
X.W. Gao, L. Podladchikova, D. Shaposhnikov
Emotion Recognition
An Intelligent Scheme for Facial Expression Recognition
1109
8
Amaryllis Raouzaiou, Spiros Ioannou, Kostas Karpouzis, Nicolas Tsapatsoulis, Stefanos Kollias, Roddy Cowie
Signal Enhancement for Continuous Speech Recognition
1117
8
Theologos Athanaselis, Stavroula-Evita Fotinea, Stelios Bakamidis, Ioannis Dologlou, Georgios Giannopoulos
Emotion in Speech: Towards an Integration of Linguistic, Paralinguistic, and Psychological Analysis
1125
8
Stavroula-Evita Fotinea, Stelios Bakamidis, Theologos Athanaselis, bannis Dologlou, George Carayannis, Roddy Cowie, E. Douglas-Cowie, N. Fragopanagos, John G. Taylor
An Emotional Recognition Architecture Based on Human Brain Structure
1133
10
John G. Taylor, N. Fragopanagos, Roddy Cowie, E. Douglas-Cowie, Stavroula-Evita Fotinea, Stefanos Kollias
Neural Networks for Bio-informatics Applications (Neural Network Ensemble with Negatively Correlated Features for Cancer Classification
1143
8
Hong-Hee Won, Sung-Bae Cho
Veature Analysis and Classification of Protein Secondary Structure Data
1151
8
S. Y.M. Shi, P.N. Suganthan
Recognition of Structure Classification of Protein Folding by NN and SVM Hierarchical Learning Architecture
1159
9
I-Fang Chung, Chuen-Der Huang, Ya-tisin Shen, Chin-Teng Lin
Machine Learning for Multi-class Protein Fold Classification Based on Neural Networks with Feature Gating
1168
8
Chuen-Der Huang, I-Fang Chung, Nikhil Ranjan Pal, Chin-Teng Lin
Some New Features for Protein Fold Prediction
1176
9
Nikhil Ranjan Pal, Debrug Chakraborty
Author Index
1185