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9783540239314

Neural Information Processing : 11th International Conference, Iconip 2004, Calcutta, India, November 22-25, 2004, Proceedings

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  • ISBN13:

    9783540239314

  • ISBN10:

    3540239316

  • Format: Paperback
  • Copyright: 2005-01-01
  • Publisher: Springer-Verlag New York Inc
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Summary

This book constitutes the refereed proceedings of the 11th International Conference on Neural Information Processing, ICONIP 2004, held in Calcutta, India in November 2004. The 186 revised papers presented together with 24 invited contributions were carefully reviewed and selected from 470 submissions. The papers are organized in topical sections on computational neuroscience, complex-valued neural networks, self-organizing maps, evolutionary computation, control systems, cognitive science, adaptive intelligent systems, biometrics, brain-like computing, learning algorithms, novel neural architectures, image processing, pattern recognition, neuroinformatics, fuzzy systems, neuro-fuzzy systems, hybrid systems, feature analysis, independent component analysis, ant colony, neural network hardware, robotics, signal processing, support vector machine, time series prediction, and bioinformatics.

Table of Contents

Computational Neuroscience
Neurobiological Foundation for the Meaning of Information
1(9)
Walter J. Freeman
Neural Information Processing Efforts to Restore Vision in the Blind
10(9)
Rolf Eckmiller, Oliver Baruth, and Dirk Neumann
Synchronous Phenomena for Two-Layered Neural Network with Chaotic Neurons
19(12)
Katsuki Katayama, Masafumi Yano, and Tsuyoshi Horiguchi
Influence of Dendritic Spine Morphology on Spatiotemporal Change of Calcium/Calmoduline-Dependent Protein Kinase Density
31(6)
Shuichi Kato, Seiichi Sakatani, and Akira Hirose
Memory Modification Induced by Pattern Completion and STDP in Hippocampal CA3 Model
37(7)
Toshikazu Samura and Motonobu Hattori
Neural Mechanism of Binding ITD Information with HD One for Generating Brain Map of Sound Localization
44(6)
Kazuhisa Fujita, ShungQuang Huang, Yoshiki Kashimori, and Takeshi Kambara
The Spatiotemporal Dynamics of Intracellular Ion Concentration and Potential
50(7)
Seiichi Sakatani and Akira Hirose
A Model That Captures Receptive Field Properties of Orientation Selective Neurons in the Visual Cortex
57(7)
Basabi Bhaumik, Alok Agarwal, Mona Mathur, and Manish Manohar
Development of a Simple Cell Receptive Field Structure: A Model Based on Hetero-synaptic Interactions
64(6)
Akhil R. Garg, Basabi Bhaumik, and Klaus Obermayer
The Role of the Basal Ganglia in Exploratory Behavior in a Model Based on Reinforcement Learning
70(8)
Sridharan Devarajan, P.S. Prashanth, and V.S. Chakravarthy
A Functional Role of FM Sweep Rate of Biosonar in Echolocation of Bat
78(6)
Kazuhisa Fujita, Eigo Kamata, Satoru Inoue, Yoshiki Kashimori, and Takeshi Kambara
Orientation Map Emerges in Parallel with the Formation of Receptive Fields in a Feedforward Neurotrophic Model
84(6)
Mona Mathur and Basabi Bhaumik
The Balance Between Excitation and Inhibition Not Only Leads to Variable Discharge of Cortical Neurons but Also to Contrast Invariant Orientation Tuning
90(6)
Akhil R. Garg, Basabi Bhaumik, and Klaus Obermayer
Stochastic Resonance Imaging — Stochastic Resonance Therapy: Preliminary Studies Considering Brain as Stochastic Processor
96(8)
Prasun Kumar Roy
Complex-Valued Neural Networks
Ultra-wideband Beamforming by Using a Complex-Valued Spatio-temporal Neural Network
104(6)
Andriyan B. Suksmono and Akira Hirose
A Model of Hopfield-Type Quaternion Neural Networks and Its Energy Function
110(6)
Mitsuo Yoshida, Yasuaki Kuroe, and Takehiro Mori
Mode-Utilizing Developmental Learning Based on Coherent Neural Networks
116(6)
Akira Hirose, Yasufumi Asano, and Toshihiko Hamano
Dynamics of Complex-Valued Neural Networks and Its Relation to a Phase Oscillator System
122(8)
Ikuko Nishikawa and Yasuaki Kuroe
Two Models for Theta Precession Generation Using the Complex Version of the Nagumo-Sato Neuron Model and the Hodgkin-Huxley Equations
130(6)
Iku Nemoto
Self-organizing Maps
Using Self-organizing Map in a Computerized Decision Support System
136(6)
Miki Sirola, Golan Lampi, and Jukka Parviainen
An Empirical Study on the Robustness of SOM in Preserving Topology with Respect to Link Density
142(8)
Arijit Laha
Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick
150(8)
Manuel Martin-Merino and Alberto Muñoz
An Efficient Two-Level SOMART Document Clustering Through Dimensionality Reduction
158(8)
Mahmoud F. Hussin, Mohamed S. Kamel, and Magdy H. Nagi
Color Image Vector Quantization Using Wavelet Transform and Enhanced Self-organizing Neural Network
166(6)
Kwang Baek Kim and Dae Su Kim
Using SOM-Based Data Binning to Support Supervised Variable Selection
172(9)
Sampsa Laine and Timo Similä
Evolutionary Computation
Packing Bins Using Multi-chromosomal Genetic Representation and Better-Fit Heuristic
181(6)
A.K. Bhatia and S.K. Basu
Data Association for Multiple Target Tracking: An Optimization Approach
187(6)
Mukesh A. Zaveri, S.N. Merchant, and Uday B. Desai
Expected Running Time Analysis of a Multiobjective Evolutionary Algorithm on Pseudo-boolean Functions
193(6)
Nilanjan Banerjee and Rajeev Kumar
The Influence of Gaussian, Uniform, and Cauchy Perturbation Functions in the Neural Network Evolution
199(6)
Paulito P. Palmes and Shiro Usui
Closest Substring Problem – Results from an Evolutionary Algorithm
205(7)
Holger Mauch
Quantum-Inspired Evolutionary Algorithms and Its Application to Numerical Optimization Problems
212(6)
André V. Abs da Cruz, Carlos R. Hall Barbosa, Marco Aurélio C. Pacheco, and Marley Vellasco
Multiobjective Genetic Search for Spanning Tree Problem
218(6)
Rajeev Kumar, P.K. Singh, and P.P. Chakrabarti
A Partheno-genetic Algorithm for Combinatorial Optimization
224(6)
Maojun Li, Shaosheng Fan, and An Luo
Evaluation of Comprehensive Learning Particle Swarm Optimizer
230(6)
Jing J. Liang, A. Kai Qin, Ponnuthurai Nagaratnam Suganthan, and S. Baskar
Evolutionary Learning Program's Behavior in Neural Networks for Anomaly Detection
236(6)
Sang-Jun Han, Kyung-Joong Kim, and Sung-Bae Cho
Gray and Binary Encoding in the (1+1)-EA
242(6)
Uday K. Chakraborty
Control Systems
Asymptotic Stability of Nonautonomous Delayed Neural Networks
248(6)
Qiang Zhang, Xiaopeng Wei, Jin Xu, and Dongsheng Zhou
A New PID Tuning Technique Using Differential Evolution for Unstable and Integrating Processes with Time Delay
254(7)
Zafer Bingul
Representation and Identification of Finite State Automata by Recurrent Neural Networks
261(8)
Yasuaki Kuroe
Neural Network Closed-Loop Control Using Sliding Mode Feedback-Error-Learning
269(6)
Andon V. Topalov and Okyay Kaynak
State Estimation and Tracking Problems: A Comparison Between Kalman Filter and Recurrent Neural Networks
275(7)
S. Kumar Chenna, Yogesh Kr. Jain, Himanshu Kapoor, Raju S. Bapi, N. Yadaiah, Atul Negi, V. Seshagiri Rao, and B.L. Deekshatulu
Cognitive Science
A Connectionist Account of Ontological Boundary Shifting
282(6)
Shohei Hidaka and Jun Saiki
A Neural Network Model for Trace Conditioning
288(6)
Tadashi Yamazaki and Shigeru Tanaka
Chunking Phenomenon in Complex Sequential Skill Learning in Humans
294(6)
V.S. Chandrasekhar Pammi, K.P. Miyapuram, Raju S. Bapi, and Kenji Doya
Cognitive Process of Emotion Under Uncertainty
300(6)
Ayako Onzo and Ken Mogi
The Locus of Word Length and Frequency Effect in Comprehending English Words by Korean-English Bilinguals and Americans
306(10)
Kichun Nam, Yoonhyong Lee, and Chang H. Lee
Cerebral Activation Areas with Respect to Word and Sentence Production by Early and Late Korean-English Bilinguals: Event-Related fMRI Study
316(5)
Choong-Myung Kim, Donghoon Lee, and Kichun Nam
Biometrics
Fusion of Dimension Reduction Methods and Application to Face Recognition
321(6)
Byungjun Son, Sungsoo Yoon, and Yillbyung Lee
A Hardware-Directed Face Recognition System Based on Local Eigen-analysis with PCNN
327(6)
C. Siva Sai Prasanna, N. Sudha, and V. Kamakoti
The Teager Energy Based Features for Identification of Identical Twins in Multi-lingual Environment
333(5)
Hemant A. Patil and T.K. Basu
A Fast and Efficient Face Detection Technique Using Support Vector Machine
338(6)
R. Suguna, N. Sudha, and C. Chandra Sekhar
User Enrollment Using Multiple Snapshots of Fingerprint
344(6)
Younhee Gil, Dosung Ahn, Choonwoo Ryu, Sungbum Pan, and Yongwha Chung
Signature Verification Using Static and Dynamic Features
350(6)
Mayank Vatsa, Richa Singh, Pabitra Mitra, and Afzel Noore
Face Recognition Using SVM Combined with CNN for Face Detection
356(6)
Masakazu Matsugu, Katsuhiko Mori, and Takashi Suzuki
Face Recognition Using Weighted Modular Principle Component Analysis
362(6)
A. Pavan Kumar, Sukhendu Das, and V. Kamakoti
Adaptive Intelligent Systems
Self-organizing Relationship (SOR) Network with Fuzzy Inference Based Evaluation and Its Application to Trailer-Truck Back-Up Control
368(7)
Takanori Koga, Keiichi Horio, and Takeshi Yamakawa
In-vehicle Noise and Enhanced Speech Intelligibility
375(6)
Akbar Ghobakhlou and Richard Kilgour
An Evolving Neural Network Model for Person Verification Combining Speech and Image
381(6)
Akbar Ghobakhlou, David Zhang, and Nikola Kasabov
Adaptive Affine Subspace Self-organizing Map with Kernel Method
387(6)
Hideaki Kawano, Keiichi Horio, and Takeshi Yamakawa
Brain-Like Computing
Scene Memory on Competitively Growing Neural Network Using Temporal Coding: Self-organized Learning and Glance Recognizability
393(6)
Masayasu Atsumi
Pulsed Para-neural Networks (PPNN) Based on MEXOR Logic
399(10)
Andrzej Buller, Ismail Ahson, and Muzaffar Azim
Knowledge Reusing Neural Learning System for Immediate Adaptation in Navigation Tasks
409(7)
Akitoshi Ogawa and Takashi Omori
Universal Spike-Train Processor for a High-Speed Simulation of Pulsed Para-neural Networks
416(6)
Michal Joachimczak, Beata Grzyb, and Daniel Jelinski
Knowledge Extraction from Artificial Associative Memory for Helping Senile Dementia Patients
422(6)
Jeong Yon Shim
Learning Algorithms
Some Experiments on Training Radial Basis Functions by Gradient Descent
428(6)
Mercedes Fernández-Redondo, Carlos Hernández-Espinosa, Mamen Ortiz-Gómez, and Joaquin Torres-Sospedra
Predictive Approaches for Sparse Model Learning
434(6)
S.K. Shevade, S. Sundararajan, and S.S. Keerthi
Multiple Instance Learning with Radial Basis Function Neural Networks
440(6)
Abdelhamid Bouchachia
Leverages Based Neural Networks Fusion
446(6)
Antanas Verikas, Marija Bacauskiene, and Adas Gelzinis
A Process of Differentiation in the Assembly Neural Network
452(6)
Alexander Goltsev, Ernst Kussul, and Tatyana Baidyk
Managing Interference Between Prior and Later Learning
458(7)
L. Andrew Coward, Tamás D. Gedeon, and Uditha Ratnayake
A Neural Learning Rule for CCA Approximation
465(6)
M. Shahjahan and K. Murase
Adaptive Learning in Incremental Learning RBF Networks
471(6)
T.N. Nagabhushan and S.K. Padma
Recurrent Neural Networks for Learning Mixed kth-Order Markov Chains
477(6)
Wang Xiangrui and Narendra S. Chaudhari
An Efficient Generalization of Battiti-Shanno's Quasi-Newton Algorithm for Learning in MLP-Networks
483(6)
Carmine Di Fiore, Stefano Fanelli, and Paolo Zellini
Incremental Learning and Dimension Selection Through Sleep
489(7)
Koichiro Yamauchi
The Most Robust Loss Function for Boosting
496(6)
Takafumi Kanamori, Takashi Takenouchi, Shinto Eguchi, and Noboru Murata
An On-Line Learning Algorithm with Dimension Selection Using Minimal Hyper Basis Function Networks
502(6)
Kyosuke Nishida, Koichiro Yamauchi, and Takashi Omori
Density Boosting for Gaussian Mixtures
508(8)
Xubo Song, Kun Yang, and Misha Pavel
Improving kNN Based Text Classification with Well Estimated Parameters
516(8)
Heui Seok Lim
One-Epoch Learning for Supervised Information-Theoretic Competitive Learning
524(6)
Ryotaro Kamimura
Teacher-Directed Learning with Gaussian and Sigmoid Activation Functions
530(7)
Ryotaro Kamimura
Gradient Type Learning Rules for Neural Networks Based on Watcher-Environment Model
537(6)
M. Tanvir Islam and Yoichi Okabe
Variational Information Maximization for Neural Coding
543(6)
Felix Agakov and David Barber
Comparison of TDLeaf(&lamda;) and TD(λ) Learning in Game Playing Domain
549(6)
Daniel Osman and Jacek Mandziuk
Rule Extraction by Seeing Through the Model
555(6)
Tuve Löfström, Ulf Johansson, and Lars Niklasson
An Auxiliary Variational Method
561(6)
Felix V. Agakov and David Barber
Gaussian Process Regression with Fluid Hyperpriors
567(6)
Ramunas Girdziusas and Jorma Laaksonen
Learning Team Cooperation
573(6)
Ron Sun and Dehu Qi
Training Minimal Uncertainty Neural Networks by Bayesian Theorem and Particle Swarm Optimization
579(6)
Yan Wang, Chun-Guang Zhou, Yan-Xin Huang, and Xiao-Yue Feng
A Forward-Propagation Rule for Acquiring Neural Inverse Models Using a RLS Algorithm
585(7)
Yoshihiro Ohama, Naohiro Fukumura, and Yoji Uno
Generalization in Learning Multiple Temporal Patterns Using RNNPB
592(7)
Masato Ito and Jun Tani
Structural Learning of Neural Network for Continuous Valued Output: Effect of Penalty Term to Hidden Units
599(7)
Basabi Chakraborty and Yusuke Manabe
Argumentation Neural Networks
606(7)
Artur d'Avila Garcez, Dov Gabbay, and Luis C. Lamb
A Neighbor Generation Mechanism Optimizing Neural Networks
613(6)
Amanda Lins and Teresa Ludermir
Collaborative Agent Learning Using Neurocomputing
619(6)
Saulat Farooque, Ajith Abraham, and Lakhmi Jain
Novel Neural Networks
Cognitive Routing in Packet Networks
625(8)
Erol Gelenbe
TWRBF – Transductive RBF Neural Network with Weighted Data Normalization
633(8)
Qun Song and Nikola Kasabov
An Incremental Neural Network for Non-stationary Unsupervised Learning
641(6)
Shen Furao and Osamu Hasegawa
Computing Convex-Layers by a Multi-layer Self-organizing Neural Network
647(6)
Amitava Datta and Srimanta Pal
Cost-Sensitive Greedy Network-Growing Algorithm with Gaussian Activation Functions
653(6)
Ryotaro Kamimura and Osamu Uchida
Image Processing
An Efficient Skew Estimation Technique for Binary Document Images Based on Boundary Growing and Linear Regression Analysis
659(7)
P. Shivakumara, G. Hemantha Kumar, D.S. Guru, and P. Nagabhushan
Segmenting Moving Objects with a Recurrent Stochastic Neural Network
666(7)
Jieyu Zhao
Real-Time Gaze Detection via Neural Network
673(6)
Kang Ryoung Park
CA Based Document Compression Technology
679(7)
Chandrama Shaw, Biplab K. Sikdar, and N.C. Maiti
Size-Independent Image Segmentation by Hierarchical Clustering and Its Application for Face Detection
686(8)
Motofumi Fukui, Noriji Kato, Hitoshi Ikeda, and Hirotsugu Kashimura
Human-Like Selective Attention Model with Reinforcement and Inhibition Mechanism
694(6)
Sang-Bok Choi, Sang-Woo Ban, and Minho Lee
Genetic Algorithm for Optimal Imperceptibility in Image Communication Through Noisy Channel
700(6)
Santi P. Maity, Malay K. Kundu, and Prasanta K. Nandi
High Speed Extraction Model of ROI for Automatic Logistics System
706(8)
Moon-sung Park, Il-sook Kim, Eun-kyung Cho, and Young-hee Kwon
Using Biased Support Vector Machine to Improve Retrieval Result in Image Retrieval with Self-organizing Map
714(6)
Chi-Hang Chan and Irwin King
A Fast MPEG4 Video Encryption Scheme Based on Chaotic Neural Network
720(6)
Shiguo Lian, Jinsheng Sun, Zhongxin Li, and Zhiquan Wang
Content-Based Video Classification Using Support Vector Machines
726(6)
Vakkalanka Suresh, C. Krishna Mohan, R. Kumara Swamy, and B. Yegnanarayana
Fast Half Pixel Motion Estimation Based on Spatio-temporal Correlations
732(6)
HyoSun Yoon, GueeSang Lee, SooHyung Kim, and Deokjai Choi
Pattern Recognition
Local and Recognizable Iso Picture Languages
738(6)
T. Kalyani, V.R. Dare, and D.G. Thomas
Multilayer Feedforward Ensembles for Classification Problems
744(6)
Mercedes Fernández-Redondo, Carlos Hernández-Espinosa, and Joaquin Torres-Sospedra
Performance Advantage of Combined Classifiers in Multi-category Cases: An Analysis
750(8)
Xubo Song and Misha Pavel
Web Documents Categorization Using Neural Networks
758(5)
Renato Fernandes Corrêa and Teresa Bernarda Ludermir
Gender Classification of Face Images: The Role of Global and Feature-Based Information
763(6)
Samarasena Buchala, Neil Davey, Ray J. Frank, Tim M. Gale, Martin J. Loomes, and Wanida Kanargard
Classification of SAR Images Through a Convex Hull Region Oriented Approach
769(6)
Simith T. D'Oliveira Junior, Francisco de A.T. de Carvalho, and Renata M.C.R. de Souza
Clustering of Interval-Valued Data Using Adaptive Squared Euclidean Distances
775(6)
Renata M.C.R. de Souza, Francisco de A.T. de Carvalho, and Fabio C.D. Silva
A Two-Pass Approach to Pattern Classification
781(6)
Subhadip Basu, C. Chaudhuri, Mahantapas Kundu, Mita Nasipuri, and Dipak Kumar Basu
A Long Memory Process Based Parametric Modeling and Recognition of PD Signal
787(7)
Pradeep Kumar Shetty
A Fusion of Neural Network Based Auto-associator and Classifier for the Classification of Microcalcification Patterns
794(6)
Rinku Panchal and Brijesh Verma
Time Series Classification for Online Tamil Handwritten Character Recognition A Kernel Based Approach
800(6)
K.R. Sivaramakrishnan and Chiranjib Bhattacharyya
Tamil Handwriting Recognition Using Subspace and DTW Based Classifiers
806(8)
Niranjan Joshi, G. Sita, A.G. Ramakrishnan, and Sriganesh Madhvanath
Recognition of Bangla Handwritten Characters Using an MLP Classifier Based on Stroke Features
814(6)
T.K. Bhowmik, U. Bhattacharya, and Swapan K. Parui
Elastic Matching Algorithms for Online Tamil Character Recognition
820(7)
Niranjan Joshi, G. Sita, A.G. Ramakrishnan, and Sriganesh Madhvanath
Automated Classification of Industry and Occupation Codes Using Document Classification Method
827(7)
Heui Seok Lim and Hyeoncheol Kim
Abnormality Detection, in Endoscopic Images Using Color Segmentation and Curvature Computation
834(8)
P.S. Hiremath, B.V. Dhandra, Ravindra Hegadi, and G.G. Rajput
Fault Diagnosis for Industrial Images Using a Min-Max Modular Neural Network
842(6)
Bin Huang and Bao-Liang Lu
Cellular Automata Based Pattern Classifying Machine for Distributed Data Mining
848(6)
Pradipta Maji and P. Pal Chaudhuri
Investigating the Use of an Agent-Based Multi-classifier System for Classification Tasks
854(6)
Anne M. Canuto, Araken M. Santos, Marjory C. Abreu, Valéria M. Bezerra, Fernanda M. Souza, and Manuel F. Gomes Junior
A New MDS Algorithm for Textual Data Analysis
860(8)
Manuel Martin-Merino and Alberto Muñoz
Neuroinformatics
Chaotic Behavior in Neural Networks and FitzHugh-Nagumo Neuronal Model
868(6)
Deepak Mishra, Abhishek Yadav, and Prem K. Kalra
Snap-Shots on Neuroinformatics and Neural Information Processing Research in Singapore
874(6)
Lipo Wang
Deciphering the Genetic Blueprint of Cerebellar Development by the Gene Expression Profiling Informatics
880(5)
Akira Sato, Noriyuki Morita, Tetsushi Sadakata, Fumio Yoshikawa, Yoko Shiraishi-Yamaguchi, JinHong Huang, Satoshi Shoji, Mineko Tomomura, Yumi Sato, Emiko Suga, Yukiko Sekine, Aiko Kitamura, Yasuyuki Shibata, and Teiichi Furuichi
Korean Neuroinformatics Research Program: From the Second Phase to the Third Phase
885(6)
Soo-Young Lee
A Guided Tour of Neuroinformatics Research in India
891(7)
Prasun Kumar Roy and Nandini Chatterjee Singh
Fuzzy Systems
CMAC with Fuzzy Logic Reasoning
898(6)
Daming Shi, Atul Harkisanka, and Chai Quek
A Fuzzy Multilevel Programming Method for Hierarchical Decision Making
904(8)
Bijay Baran Pal and Animesh Biswas
Fuzzy Rule-Based Systems Derived from Similarity to Prototypes
912(6)
Wlodzislaw Duch and Marcin Blachnik
Generalized Rule-Based Fuzzy Cognitive Maps: Structure and Dynamics Model
918(5)
Vadim V. Borisov and Alexander S. Fedulov
Development of Adaptive Fuzzy Based Multi-user Detection Receiver for DS-CDMA
923(6)
Sharmistha Panda and Sarat Kumar Patra
A Partitioning Method for Fuzzy Probabilistic Predictors
929(6)
Marcelo Andrade Teixeira and Gerson Zaverucha
Fuzzy Compactness Based Adaptive Window Approach for Image Matching in Stereo Vision
935(6)
Gunjan and B.N. Chatterji
Neuro-fuzzy Systems
BDI Agents Using Neural Network and Adaptive Neuro Fuzzy Inference for Intelligent Planning in Container Terminals
941(6)
Prasanna Lokuge and Damminda Alahakoon
A Neuro-fuzzy Approach for Predicting the Effects of Noise Pollution on Human Work Efficiency
947(6)
Zaheeruddin and Garima
Evolving Fuzzy Neural Networks Applied to Odor Recognition
953(6)
Cleber Zanchettin and Teresa B. Ludermir
Differential Evolution Based On-Line Feature Analysis in an Asymmetric Subsethood Product Fuzzy Neural Network
959(6)
C. Shunmuga Velayutham and Satish Kumar
Neuro-fuzzy System for Clustering of Video Database
965(6)
Manish Manori A., Manish Maheshwari, Kuldeep Belawat, Sanjeev Jain, and P.K. Chande
Dynamic Neuro-fuzzy Inference and Statistical Models for Risk Analysis of Pest Insect Establishment
971(6)
Snjezana Soltic, Shaoning Pang, Nikola Kasabov, Sue Worner, and Lora Peackok
An Enhanced Fuzzy Multilayer Perceptron
977(6)
Kwang Baek Kim and Choong Shik Park
Hybrid Systems
Intelligent Multi-agent Based Genetic Fuzzy Ensemble Network Intrusion Detection
983(6)
Siva S. Sivatha Sindhu, P. Ramasubramanian, and A. Kannan
Genetic Algorithm Based Fuzzy ID3 Algorithm
989(7)
Jyh-Yeong Chang, Chien-Wen Cho, Su-Hwang Hsieh, and Shi-Tsung Chen
Neural-Evolutionary Learning in a Bounded Rationality Scenario
996(6)
Ricardo Matsumura de Araújo and Luis C. Lamb
Rule Extraction Framework Using Rough Sets and Neural Networks
1002(6)
Yi Xu and Narendra S. Chaudhari
A Fusion Neural Network for Estimation of Blasting Vibration
1008(6)
A.K. Chakraborty, P. Guha, B. Chattopadhyay, S. Pal, and J. Das
Feature Analysis
Nonlinear Feature Extraction Using Evolutionary Algorithm
1014(6)
E.K. Tang, Ponnuthurai Nagaratnan Suganthan, and Xin Yao
Hybrid Feature Selection for Modeling Intrusion Detection Systems
1020(6)
Srilatha Chebrolu, Ajith Abraham, and Johnson P. Thomas
Feature Selection for Fast Image Classification with Support Vector Machines
1026(6)
Zhi-Gang Fan, Kai-An Wang, and Bao-Liang Lu
Dimensionality Reduction by Semantic Mapping in Text Categorization
1032(6)
Renato Fernandes Corrêa and Teresa Bernarda Ludermir
Non-linear Dimensionality Reduction by Locally Linear Isomaps
1038(6)
Ashutosh Saxena, Abhinav Gupta, and Amitabha Mukerjee
Independent Component Analysis
Applications of Independent Component Analysis
1044(8)
Erkki Oja
Supervised Independent Component Analysis with Class Information
1052(6)
Manabu Kotani, Hiroki Takabatake, and Seiichi Ozawa
Automated Diagnosis of Brain Tumours Using a Novel Density Estimation Method for Image Segmentation and Independent Component Analysis Combined with Support Vector Machines for Image Classification
1058(6)
Dimitris Glotsos, Panagiota Spyridonos, Panagiota Ravazoula, Dionisis Cavouras, and George Nikiforidis
Temporal Independent Component Analysis for Separating Noisy Signals
1064(6)
Liqing Zhang
Blind Dereverberation of Single-Channel Speech Signals Using an ICA-Based Generative Model
1070(6)
Jong-Hwan Lee, Sang-Hoon Oh, and Soo- Young Lee
Permutation Correction of Filter Bank ICA Using Static Channel Characteristics
1076(6)
Chandra Shekhar Dhir, Hyung Min Park, and Soo Young Lee
Ant Colony
Minimal Addition-Subtraction Chains with Ant Colony
1082(6)
Nadia Nedjah and Luiza de Macedo Mourelle
TermitAnt: An Ant Clustering Algorithm Improved by Ideas from Termite Colonies
1088(6)
Vahid Sherafat, Leandro Nunes de Castro, and Eduardo R. Hruschka
Definition of Capacited p-Medians by a Modified Max MM Ant System with Local Search
1094(7)
Fabricio Olivetti de França, Fernando J. Von Zuben, and Leandro Nunes de Castro
Investigations into the Use of Supervised Multi-agents for Web Documents Categorization
1101(9)
Siok Lan Ong, Weng Kin Lai, Tracy S. Y. Tai, Choo Hau Ooi, and Kok Meng Hoe
OrgSwarm – A Particle Swarm Model of Organizational Adaptation
1110(7)
Anthony Brabazon, Arlindo Silva, Tiago Ferra de Sousa, Michael O'Neill, Robin Matthews, and Ernesto Costa
Neural Network Hardware
Analysis of Synchronous Time in Chaotic Pulse-Coupled Networks
1117(6)
Hidehiro Nakano and Toshimichi Saito
A Spiking Oscillator with Quantized State and Its Pulse Coding Characteristics
1123(6)
Hiroshi Hamanaka, Hiroyuki Torikai, and Toshimichi Saito
Concurrent Support Vector Machine Processor for Disease Diagnosis
1129(6)
Jae Woo Wee and Chong Ho Lee
Robotics
Towards the Unification of Human Movement, Animation and Humanoid in the Network
1135(7)
Yasuo Matsuyama, Satoshi Yoshinaga, Hirofumi Okuda, Keisuke Fukumoto, Satoshi Nagatsuma, Kazuya Tanikawa, Hiroto Hakui, Ryusuke Okuhara, and Naoto Katsumata
A Dual Neural Network for Bi-criteria Torque Optimization of Redundant Robot Manipulators
1142(6)
Shubao Liu and Jun Wang
A Genetic Approach to Optimizing the Values of Parameters in Reinforcement Learning for Navigation of a Mobile Robot
1148(6)
Keiji Kamei and Masumi Ishikawa
On the Use of Cognitive Artifacts for Developmental Learning in a Humanoid Robot
1154(6)
Artur M. Arsenio
Visual Servo Control for Intelligent Guided Vehicle
1160(6)
J.K. Mukherjee
Signal Processing
A Basilar Membrane Model Using Simulink for Hearing-Aid Systems
1166(6)
Tetsuya Tsukada and Yoshifumi Sekine
Cluster and Intrinsic Dimensionality Analysis of the Modified Group Delay Feature for Speaker Classification
1172(7)
Rajesh M. Hegde and Hema A. Murthy
Two-Stage Duration Model for Indian Languages Using Neural Networks
1179(7)
K. Sreenivasa Rao, S.R. Mahadeva Prasanna, and B. Yegnanarayana
Multichannel Blind Deconvolution of Non-minimum Phase System Using Cascade Structure
1186(6)
Bin Xia and Liqing Zhang
A Comparative Study of Feature Extraction Algorithms on ANN Based Speaker Model for Speaker Recognition Applications
1192(6)
Goutam Saha, Pankaj Kumar, and Sandipan Chakroborty
Development of FLANN Based Multireference Active Noise Controllers for Nonlinear Acoustic Noise Processes
1198(6)
Debi Prasad Das, Ganapati Panda, and Sanghamitra Sabat
Phase Space Parameters for Neural Network Based Vowel Recognition
1204(6)
P. Prajith, N.S. Sreekanth, and N.K. Narayanan
Speaker Segmentation Based on Subsegmental Features and Neural Network Models
1210(6)
N. Dhananjaya, S. Guruprasad, and B. Yegnanarayana
Support Vector Machine
Morozov, Ivanov and Tikhonov Regularization Based LS-SVMs
1216(7)
Kristiaan Pelckmans, Johan A.K. Suykens, and Bart De Moor
A Study for Excluding Incorrect Detections of Holter ECG Data Using SVM
1223(6)
Yasushi Kikawa and Koji Oguri
Semi-supervised Kernel-Based Fuzzy C-Means
1229(6)
Daniang Zhang, Keren Tan, and Songcan Chen
Use of Autocorrelation Kernels in Kernel Canonical Correlation Analysis for Texture Classification
1235(6)
Yo Horikawa
Phoneme Transcription by a Support Vector Machine
1241(6)
Anurag Sahajpal, Terje Kristensen, and Gaurav Kumar
A Comparison of Pruning Algorithms for Sparse Least Squares Support Vector Machines
1247(7)
L. Hoegaerts, J.A.K. Suykens, J. Vandewalle, and B. De Moor
Support Vector Machines Approach to Pattern Detection in Bankruptcy Prediction and Its Contingency
1254(6)
Kyung-shik Shin, Kyoung Jun Lee, and Hyun-jung Kim
Outliers Treatment in Support Vector Regression for Financial Time Series Prediction
1260(6)
Haiqin Yang, Kaizhu Huang, Laiwan Chan, Irwin King, and Michael R. Lyn
Kernel Based Clustering for Multiclass Data
1266(7)
D. Srikrishna Satish and C. Chandra Sekhar
Combined Kernel Function for Support Vector Machine and Learning Method Based on Evolutionary Algorithm
1273(6)
Ha-Nam Nguyen, Syng-Yup Ohn, and Woo-Jin Choi
Time Series Prediction
Neural Network Classification Algorithm for the Small Size Training Set Situation in the Task of Thin-Walled Constructions Fatigue Destruction Control
1279(6)
A.I. Galushkin, A.S. Katsin, S.V. Korobkova, and L.S. Kuraysky
Wavelet-Based Estimation of Hemodynamic Response Function
1285(7)
R. Srikanth, R. Muralishankar, and A. G. Ramakrishnan
Neural Networks for fMRI Spatio-temporal Analysis
1292(6)
Luo Huaien and Sadasivan Puthusserypady
Modeling Corrupted Time Series Data via Nonsingleton Fuzzy Logic System
1298(6)
Dongwon Kim, Sung-Hoe Huh, and Gwi-Tae Park
Hydrological Forecasting and Updating Procedures for Neural Network
1304(6)
Mêuser Valença and Teresa Ludermir
Bioinformatics
Modeling Gene Regulatory Network in Fission Yeast Cell Cycle Using Hybrid Petri Nets
1310(6)
Ranjith Vasireddy and Somenath Biswas
Protein Metal Binding Residue Prediction Based on Neural Networks
1316(6)
Chin-Teng Lin, Ken-Li Lin, Chih-Hsien Yang, I-Fang Chung, Chuen-Der Huang, and Yuh-Shyong Yang
Assessment of Reliability of Microarray Data Using Fuzzy C-Means Classification
1322(6)
Musa Alci and Musa H. Asyali
DNA Sequence Pattern Identification Using a Combination of Neuro-Fuzzy Predictors
1328(6)
Horia-Nicolai Teodorescu and Lucian Iulian Fira
Genetic Mining of DNA Sequence Structures for Effective Classification of the Risk Types of Human Papillomavirus (HPV)
1334(10)
Jae-Hong Eom, Seong-Bae Park, and Byoung-Tak Zhang
Gene Regulatory Network Discovery from Time-Series Gene Expression Data A Computational Intelligence Approach
1344(10)
Nikola K. Kasabov, Zeke S.H. Chan, Vishal Jain, Igor Sidorov, and Dimiter S. Dimitrov
Sequence Variability and Long-Range Dependence in DNA: An Information Theoretic Perspective
1354(9)
Karmeshu and A. Krishnamachari
Author Index 1363

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