Advances in Natural Computation: First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part I

Front Matter....Pages -
A Novel Learning Algorithm for Wavelet Neural Networks....Pages 1-7
Using Unscented Kalman Filter for Training the Minimal Resource Allocation Neural Network....Pages 8-14
The Improved CMAC Model and Learning Result Analysis....Pages 15-24
A New Smooth Support Vector Regression Based on ε -Insensitive Logistic Loss Function....Pages 25-32
Neural Network Classifier Based on the Features of Multi-lead ECG....Pages 33-43
A New Learning Algorithm for Diagonal Recurrent Neural Network....Pages 44-50
Study of On-line Weighted Least Squares Support Vector Machines....Pages 51-60
Globally Exponential Stability Analysis and Estimation of the Exponential Convergence Rate for Neural Networks with Multiple Time Varying Delays....Pages 61-70
Locally Determining the Number of Neighbors in the k -Nearest Neighbor Rule Based on Statistical Confidence....Pages 71-80
Fuzzy Self-Organizing Map Neural Network Using Kernel PCA and the Application....Pages 81-90
An Evolved Recurrent Neural Network and Its Application....Pages 91-100
Self-organized Locally Linear Embedding for Nonlinear Dimensionality Reduction....Pages 101-109
Active Learning for Probabilistic Neural Networks....Pages 110-118
Adaptive Training of Radial Basis Function Networks Using Particle Swarm Optimization Algorithm....Pages 119-128
A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps....Pages 129-138
A Novel Intrusions Detection Method Based on HMM Embedded Neural Network....Pages 139-148
Generate Different Neural Networks by Negative Correlation Learning....Pages 149-156
New Training Method and Optimal Structure of Backpropagation Networks....Pages 157-166
Learning Outliers to Refine a Corpus for Chinese Webpage Categorization....Pages 167-178
Bio-kernel Self-organizing Map for HIV Drug Resistance Classification....Pages 179-186
A New Learning Algorithm Based on Lever Principle....Pages 187-198
An Effective Method to Improve Convergence for Sequential Blind Source Separation....Pages 199-208
A Novel LDA Approach for High-Dimensional Data....Pages 209-212
Research and Design of Distributed Neural Networks with Chip Training Algorithm....Pages 213-216
Support Vector Regression with Smoothing Property....Pages 217-220
A Fast SMO Training Algorithm for Support Vector Regression....Pages 221-224
Rival Penalized Fuzzy Competitive Learning Algorithm....Pages 225-228
A New Predictive Vector Quantization Method Using a Smaller Codebook....Pages 229-236
Performance Improvement of Fuzzy RBF Networks....Pages 237-244
Universal Approach to Study Delayed Dynamical Systems....Pages 245-253
Long-Range Connections Based Small-World Network and Its Synchronizability....Pages 254-263
Double Synaptic Weight Neuron Theory and Its Application....Pages 264-272
Comparative Study of Chaotic Neural Networks with Different Models of Chaotic Noise....Pages 273-282
A Learning Model in Qubit Neuron According to Quantum Circuit....Pages 283-292
An Algorithm for Pruning Redundant Modules in Min-Max Modular Network with GZC Function....Pages 293-302
A General Procedure for Combining Binary Classifiers and Its Performance Analysis....Pages 303-312
A Modular Structure of Auto-encoder for the Integration of Different Kinds of Information....Pages 313-321
Adaptive and Competitive Committee Machine Architecture....Pages 322-331
An ART2/RBF Hybrid Neural Networks Research....Pages 332-335
Complex Number Procedure Neural Networks....Pages 336-339
Urban Traffic Signal Timing Optimization Based on Multi-layer Chaos Neural Networks Involving Feedback....Pages 340-344
Research on a Direct Adaptive Neural Network Control Method of Nonlinear Systems....Pages 345-352
Improving the Resultant Quality of Kohonen’s Self Organizing Map Using Stiffness Factor....Pages 353-357
A Novel Orthonormal Wavelet Network for Function Learning....Pages 358-363
Fuzzy Back-Propagation Network for PCB Sales Forecasting....Pages 364-373
An Evolutionary Artificial Neural Networks Approach for BF Hot Metal Silicon Content Prediction....Pages 374-377
Application of Chaotic Neural Model Based on Olfactory System on Pattern Recognitions....Pages 378-381
Double Robustness Analysis for Determining Optimal Feedforward Neural Network Architecture....Pages 382-385
Stochastic Robust Stability Analysis for Markovian Jump Neural Networks with Time Delay....Pages 386-389
Observation of Crises and Bifurcations in the Hodgkin-Huxley Neuron Model....Pages 390-396
An Application of Pattern Recognition Based on Optimized RBF-DDA Neural Networks....Pages 397-404
Global Exponential Stability of Cellular Neural Networks with Time-Varying Delays....Pages 405-410
Effect of Noises on Two-Layer Hodgkin-Huxley Neuronal Network....Pages 411-419
Adaptive Co-ordinate Transformation Based on a Spike Timing-Dependent Plasticity Learning Paradigm....Pages 420-428
Modeling of Short-Term Synaptic Plasticity Using Dynamic Synapses....Pages 429-438
A Chaotic Model of Hippocampus-Neocortex....Pages 439-448
Stochastic Neuron Model with Dynamic Synapses and Evolution Equation of Its Density Function....Pages 449-455
Learning Algorithm for Spiking Neural Networks....Pages 456-465
Exponential Convergence of Delayed Neural Networks....Pages 466-469
A Neural Network for Constrained Saddle Point Problems: An Approximation Approach....Pages 470-475
Implementing Fuzzy Reasoning by IAF Neurons....Pages 476-479
A Method for Quantifying Temporal and Spatial Patterns of Spike Trains....Pages 480-489
A Stochastic Nonlinear Evolution Model and Dynamic Neural Coding on Spontaneous Behavior of Large-Scale Neuronal Population....Pages 490-498
Study on Circle Maps Mechanism of Neural Spikes Sequence....Pages 499-507
Synchronous Behaviors of Hindmarsh-Rose Neurons with Chemical Coupling....Pages 508-511
A Simple Quantile Regression via Support Vector Machine....Pages 512-520
Doubly Regularized Kernel Regression with Heteroscedastic Censored Data....Pages 521-527
Support Vector Based Prototype Selection Method for Nearest Neighbor Rules....Pages 528-535
A Prediction Interval Estimation Method for KMSE....Pages 536-545
An Information-Geometrical Approach to Constructing Kernel in Support Vector Regression Machines....Pages 546-553
Training Data Selection for Support Vector Machines....Pages 554-564
Model Selection for Regularized Least-Squares Classification....Pages 565-572
Modelling of Chaotic Systems with Recurrent Least Squares Support Vector Machines Combined with Reconstructed Embedding Phase Space....Pages 573-581
Least-Squares Wavelet Kernel Method for Regression Estimation....Pages 582-591
Fuzzy Support Vector Machines Based on λ —Cut....Pages 592-600
Mixtures of Kernels for SVM Modeling....Pages 601-607
A Novel Parallel Reduced Support Vector Machine....Pages 608-618
Recurrent Support Vector Machines in Reliability Prediction....Pages 619-629
A Modified SMO Algorithm for SVM Regression and Its Application in Quality Prediction of HP-LDPE....Pages 630-639
Gait Recognition via Independent Component Analysis Based on Support Vector Machine and Neural Network....Pages 640-649
Uncertainty Support Vector Method for Ordinal Regression....Pages 650-654
An Incremental Learning Method Based on SVM for Online Sketchy Shape Recognition....Pages 655-659
Eigenspectra Versus Eigenfaces: Classification with a Kernel-Based Nonlinear Representor....Pages 660-663
Blind Extraction of Singularly Mixed Source Signals....Pages 664-667
Application of Support Vector Machines in Predicting Employee Turnover Based on Job Performance....Pages 668-674
Palmprint Recognition Based on Unsupervised Subspace Analysis....Pages 675-678
A New Alpha Seeding Method for Support Vector Machine Training....Pages 679-682
Multiple Acoustic Sources Location Based on Blind Source Separation....Pages 683-687
Short-Term Load Forecasting Based on Self-organizing Map and Support Vector Machine....Pages 688-691
A Multi-class Classifying Algorithm Based on Nonlinear Dimensionality Reduction and Support Vector Machines....Pages 692-695
A VSC Scheme for Linear MIMO Systems Based on SVM....Pages 696-699
Global Convergence of FastICA: Theoretical Analysis and Practical Considerations....Pages 700-705
SVM Based Nonparametric Model Identification and Dynamic Model Control....Pages 706-709
Learning SVM Kernel with Semi-definite Programming....Pages 710-715
Weighted On-line SVM Regression Algorithm and Its Application....Pages 716-719
Convergence of an Online Gradient Method for BP Neural Networks with Stochastic Inputs....Pages 720-729
A Constructive Algorithm for Wavelet Neural Networks....Pages 730-739
Stochastic High-Order Hopfield Neural Networks....Pages 740-749
Predicting with Confidence – An Improved Dynamic Cell Structure....Pages 750-759
An Efficient Score Function Generation Algorithm with Information Maximization....Pages 760-768
A New Criterion on Exponential Stability of a Class of Discrete Cellular Neural Networks with Time Delay....Pages 769-772
A Novel Local Connection Neural Network....Pages 773-777
An Unsupervised Cooperative Pattern Recognition Model to Identify Anomalous Massive SNMP Data Sending....Pages 778-782
A Fast Nonseparable Wavelet Neural Network for Function Approximation....Pages 783-788
A Visual Cortex Domain Model for Illusory Contour Figures....Pages 789-792
ANN Ensemble Online Learning Strategy in 3D Object Cognition and Recognition Based on Similarity....Pages 793-796
Design and Implementation of the Individualized Intelligent Teachable Agent....Pages 797-805
Comparison of Complexity and Regularity of ERP Recordings Between Single and Dual Tasks Using Sample Entropy Algorithm....Pages 806-810
Representation of a Physio-psychological Index Through Constellation Graphs....Pages 811-817
Neural Network Based Emotion Estimation Using Heart Rate Variability and Skin Resistance....Pages 818-824
Modeling Belief, Capability and Promise for Cognitive Agents – A Modal Logic Approach....Pages 825-834
PENCIL: A Framework for Expressing Free-Hand Sketching in 3D....Pages 835-838
Blocking Artifacts Measurement Based on the Human Visual System....Pages 839-843
A Computation Model of Korean Lexical Processing....Pages 844-849
Neuroanatomical Analysis for Onomatopoeia and Phainomime Words: fMRI Study....Pages 850-854
Cooperative Aspects of Selective Attention....Pages 855-866
Selective Attention Guided Perceptual Grouping Model....Pages 867-876
Visual Search for Object Features....Pages 877-887
Agent Based Decision Support System Using Reinforcement Learning Under Emergency Circumstances....Pages 888-892
Dynamic Inputs and Attraction Force Analysis for Visual Invariance and Transformation Estimation....Pages 893-902
Task-Oriented Sparse Coding Model for Pattern Classification....Pages 903-914
Robust Face Recognition from One Training Sample per Person....Pages 915-924
Chinese Word Sense Disambiguation Using HowNet....Pages 925-932
Modeling Human Learning as Context Dependent Knowledge Utility Optimization....Pages 933-946
Automatic Text Summarization Based on Lexical Chains....Pages 947-951
A General fMRI Linear Convolution Model Based Dynamic Characteristic....Pages 952-955
A KNN-Based Learning Method for Biology Species Categorization....Pages 956-964
Application of Emerging Patterns for Multi-source Bio-Data Classification and Analysis....Pages 965-974
Nonlinear Kernel MSE Methods for Cancer Classification....Pages 975-984
Fusing Face and Fingerprint for Identity Authentication by SVM....Pages 985-994
A New Algorithm of Multi-modality Medical Image Fusion Based on Pulse-Coupled Neural Networks....Pages 995-1001
Cleavage Site Analysis Using Rule Extraction from Neural Networks....Pages 1002-1008
Prediction Rule Generation of MHC Class I Binding Peptides Using ANN and GA....Pages 1009-1016
Combined Kernel Function Approach in SVM for Diagnosis of Cancer....Pages 1017-1026
Automatic Liver Segmentation of Contrast Enhanced CT Images Based on Histogram Processing....Pages 1027-1030
An Improved Adaptive RBF Network for Classification of Left and Right Hand Motor Imagery Tasks....Pages 1031-1034
Similarity Analysis of DNA Sequences Based on the Relative Entropy....Pages 1035-1038
Can Circulating Matrix Metalloproteinases Be Predictors of Breast Cancer? A Neural Network Modeling Study....Pages 1039-1042
Blind Clustering of DNA Fragments Based on Kullback-Leibler Divergence....Pages 1043-1046
Prediction of Protein Subcellular Locations Using Support Vector Machines....Pages 1047-1051
Neuroinformatics Research in China- Current Status and Future Research Activities....Pages 1052-1056
Australian Neuroinformatics Research – Grid Computing and e-Research....Pages 1057-1064
Current Status and Future Research Activities in Clinical Neuroinformatics: Singaporean Perspective....Pages 1065-1073
Japanese Neuroinformatics Research: Current Status and Future Research Program of J-Node....Pages 1074-1079
Optimal TDMA Frame Scheduling in Broadcasting Packet Radio Networks Using a Gradual Noisy Chaotic Neural Network....Pages 1080-1089
A Fast Online SVM Algorithm for Variable-Step CDMA Power Control....Pages 1090-1099
Fourth-Order Cumulants and Neural Network Approach for Robust Blind Channel Equalization....Pages 1100-1112
Equalization of a Wireless ATM Channel with Simplified Complex Bilinear Recurrent Neural Network....Pages 1113-1116
A Novel Remote User Authentication Scheme Using Interacting Neural Network....Pages 1117-1120
Genetic Algorithm Simulated Annealing Based Clustering Strategy in MANET....Pages 1121-1131
A Gradual Training Algorithm of Incremental Support Vector Machine Learning....Pages 1132-1139
An Improved Method of Feature Selection Based on Concept Attributes in Text Classification....Pages 1140-1149
Research on the Decision Method for Enterprise Information Investment Based on IA-BP Network....Pages 1150-1159
Process Control and Management of Etching Process Using Data Mining with Quality Indexes....Pages 1160-1169
Automatic Knowledge Configuration by Reticular Activating System....Pages 1170-1178
An Improved Information Retrieval Method and Input Device Using Gloves for Wearable Computers....Pages 1179-1184
Research on Design and Implementation of the Artificial Intelligence Agent for Smart Home Based on Support Vector Machine....Pages 1185-1188
A Self-organized Network for Data Clustering....Pages 1189-1198
A General Criterion of Synchronization Stability in Ensembles of Coupled Systems and Its Application....Pages 1199-1208
Complexity of Linear Cellular Automata over ℤ m ....Pages 1209-1213
Applications of Genetic Algorithm for Artificial Neural Network Model Discovery and Performance Surface Optimization in Finance....Pages 1214-1223
Mining Data by Query-Based Error-Propagation....Pages 1224-1233
The Application of Structured Feedforward Neural Networks to the Modelling of the Daily Series of Currency in Circulation....Pages 1234-1246
Time Delay Neural Networks and Genetic Algorithms for Detecting Temporal Patterns in Stock Markets....Pages 1247-1255
The Prediction of the Financial Time Series Based on Correlation Dimension....Pages 1256-1265
Gradient-Based FCM and a Neural Network for Clustering of Incomplete Data....Pages 1266-1269
Toward Global Optimization of ANN Supported by Instance Selection for Financial Forecasting....Pages 1270-1274
FranksTree: A Genetic Programming Approach to Evolve Derived Bracketed L-Systems....Pages 1275-1278
Data Clustering with a Neuro-immune Network....Pages 1279-1288
Back Matter....Pages -