Advances in Neuro-Information Processing: 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II

Front Matter....Pages -
Front Matter....Pages 1-1
A Novel Method for Manifold Construction....Pages 3-10
A Non-linear Classifier for Symbolic Interval Data Based on a Region Oriented Approach....Pages 11-18
A Symmetrical Model Applied to Interval-Valued Data Containing Outliers with Heavy-Tail Distribution....Pages 19-26
New Neuron Model for Blind Source Separation....Pages 27-36
Time Series Prediction with Multilayer Perceptron (MLP): A New Generalized Error Based Approach....Pages 37-44
Local Feature Selection in Text Clustering....Pages 45-52
Sprinkled Latent Semantic Indexing for Text Classification with Background Knowledge....Pages 53-60
Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov Complexity....Pages 61-69
Neurocognitive Approach to Clustering of PubMed Query Results....Pages 70-79
Search-In-Synchrony: Personalizing Web Search with Cognitive User Profile Model....Pages 80-87
Neurocognitive Approach to Creativity in the Domain of Word-Invention....Pages 88-96
Improving Personal Credit Scoring with HLVQ-C....Pages 97-103
Architecture of Behavior-Based Function Approximator for Adaptive Control....Pages 104-111
On Efficient Content Based Information Retrieval Using SVM and Higher Order Correlation Analysis....Pages 112-119
Front Matter....Pages 121-121
A String Measure with Symbols Generation: String Self-Organizing Maps....Pages 123-130
Neural Network Smoothing of Geonavigation Data on the Basis of Multilevel Regularization Algorithm....Pages 131-138
Knowledge-Based Rule Extraction from Self-Organizing Maps....Pages 139-146
A Bayesian Local Linear Wavelet Neural Network....Pages 147-154
Analysis on Equilibrium Point of Expectation Propagation Using Information Geometry....Pages 155-162
Partially Enhanced Competitive Learning....Pages 163-170
Front Matter....Pages 121-121
Feature Detection by Structural Enhanced Information....Pages 171-178
Gradient Learning in Networks of Smoothly Spiking Neurons....Pages 179-186
Orthogonalization and Thresholding Method for a Nonparametric Regression Problem....Pages 187-194
Analysis of Ising Spin Neural Network with Time-Dependent Mexican-Hat-Type Interaction....Pages 195-202
Divided Chaotic Associative Memory for Successive Learning....Pages 203-211
Reinforcement Learning Using Kohonen Feature Map Associative Memory with Refractoriness Based on Area Representation....Pages 212-219
Automatic Model Selection via Corrected Error Backpropagation....Pages 220-227
Self-Referential Event Lists for Self-Organizing Modular Reinforcement Learning....Pages 228-235
Generalisation Performance vs. Architecture Variations in Constructive Cascade Networks....Pages 236-243
Synchronized Oriented Mutations Algorithm for Training Neural Controllers....Pages 244-251
Bioinspired Parameter Tuning of MLP Networks for Gene Expression Analysis: Quality of Fitness Estimates vs. Number of Solutions Analysed....Pages 252-259
Sample Filtering Relief Algorithm: Robust Algorithm for Feature Selection....Pages 260-267
Enhanced Visualization by Combing SOM and Mixture Models....Pages 268-275
Genetic Versus Nearest-Neighbor Imputation of Missing Attribute Values for RBF Networks....Pages 276-283
Combination of Dynamic Reservoir and Feedforward Neural Network for Time Series Forecasting....Pages 284-291
Learning Nonadjacent Dependencies with a Recurrent Neural Network....Pages 292-299
A Back-Propagation Training Method for Multilayer Pulsed Neural Networks Using Principle of Duality....Pages 300-307
Revisiting the Problem of Weight Initialization for Multi-Layer Perceptrons Trained with Back Propagation....Pages 308-315
Analysis on Generalization Error of Faulty RBF Networks with Weight Decay Regularizer....Pages 316-323
On Node-Fault-Injection Training of an RBF Network....Pages 324-331
Front Matter....Pages 333-333
Symbolic Knowledge Extraction from Support Vector Machines: A Geometric Approach....Pages 335-343
Asbestos Detection from Microscope Images Using Support Vector Random Field of Local Color Features....Pages 344-352
Acoustic Echo Cancellation Using Gaussian Processes....Pages 353-360
Automatic Particle Detection and Counting by One-Class SVM from Microscope Image....Pages 361-368
Protein Folding Classification by Committee SVM Array....Pages 369-377
Implementation of the MLP Kernel....Pages 378-385
Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification with Feature Selection....Pages 386-393
An SVM Based Approach to Cross-Language Adaptation for Indian Languages....Pages 394-401
Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations....Pages 402-409
Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines....Pages 410-417
Computer Aided Diagnosis of Alzheimer Disease Using Support Vector Machines and Classification Trees....Pages 418-425
Modeling and Prediction of Nonlinear EEG Signal Using Local SVM Method....Pages 426-433
Front Matter....Pages 435-435
Suitability of Using Self-Organizing Neural Networks in Configuring P-System Communications Architectures....Pages 437-444
Short Term Load Forecasting (STLF) Using Artificial Neural Network Based Multiple Lags of Time Series....Pages 445-452
Neural Network Regression for LHF Process Optimization....Pages 453-460
Trading Strategy in Foreign Exchange Market Using Reinforcement Learning Hierarchical Neuro-Fuzzy Systems....Pages 461-468
Improving Multi Step-Ahead Model Prediction through Backward Elimination Method in Multiple Neural Networks Combination....Pages 469-476
A Novel Adaptive Resource-Aware PNN Algorithm Based on Michigan-Nested Pittsburgh PSO....Pages 477-484
Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms....Pages 485-492
Feature Selection Method with Multi-Population Agent Genetic Algorithm....Pages 493-500
Front Matter....Pages 435-435
Particle Swarm Optimization and Differential Evolution in Fuzzy Clustering....Pages 501-508
Intelligent Control of Heating, Ventilating and Air Conditioning Systems....Pages 509-516
Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity....Pages 517-524
Front Matter....Pages 525-525
Dynamic Programming Stereo on Real-World Sequences....Pages 527-534
Happy-Sad Expression Recognition Using Emotion Geometry Feature and Support Vector Machine....Pages 535-542
A New Principal Axis Based Line Symmetry Measurement and Its Application to Clustering....Pages 543-550
Class-Dependent Feature Selection for Face Recognition....Pages 551-558
Partial Clustering for Tissue Segmentation in MRI....Pages 559-566
Time Series Analysis for Long Term Prediction of Human Movement Trajectories....Pages 567-574
Error Analysis of a Sub-millimeter Real-Time Target Recognition System with a Moving Camera....Pages 575-582
Automatic Plaque Boundary Extraction in Intravascular Ultrasound Image by Fuzzy Inference with Adaptively Allocated Membership Functions....Pages 583-590
Gabor Neural Network Based Facial Expression Recognition for Assistive Speech Expression....Pages 591-598
Investigations into Particle Swarm Optimization for Multi-class Shape Recognition....Pages 599-606
Patterns of Interactions in Complex Social Networks Based on Coloured Motifs Analysis....Pages 607-614
Initialization Dependence of Clustering Algorithms....Pages 615-622
Boundary Detection from Spectral Information....Pages 623-630
Improvement of Practical Recurrent Learning Method and Application to a Pattern Classification Task....Pages 631-638
An Automatic Intelligent Language Classifier....Pages 639-646
Gender Classification by Combining Facial and Hair Information....Pages 647-654
A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition....Pages 655-662
Front Matter....Pages 525-525
Interactive Trouble Condition Sign Discovery for Hydroelectric Power Plants....Pages 663-670
An Asbestos Counting Method from Microscope Images of Building Materials Using Summation Kernel of Color and Shape....Pages 671-678
Evaluation of Prediction Capability of Non-recursion Type 2nd-order Volterra Neuron Network for Electrocardiogram....Pages 679-686
A New ART-LMS Neural Network for the Image Restoration....Pages 687-694
Moving Vehicle Tracking Based on SIFT Active Particle Choosing....Pages 695-702
Classification of Fundus Images for Diagnosing Glaucoma by Self-Organizing Map and Learning Vector Quantization....Pages 703-710
Facial Expression Recognition Techniques Using Constructive Feedforward Neural Networks and K-Means Algorithm....Pages 711-719
A Neural Network Based Classification of Human Blood Cells in a Multiphysic Framework....Pages 720-727
Caller Interaction Classification: A Comparison of Real and Binary Coded GA-MLP Techniques....Pages 728-735
A Robust Technique for Background Subtraction in Traffic Video....Pages 736-744
Gabor Filters as Feature Images for Covariance Matrix on Texture Classification Problem....Pages 745-751
Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks....Pages 752-759
Hardware-Based Solutions Utilizing Random Forests for Object Recognition....Pages 760-767
A Neural Oscillation Model for Contour Separation in Color Images....Pages 768-775
A Color Image Segmentation Using Inhibitory Connected Pulse Coupled Neural Network....Pages 776-783
Generating Saliency Map Related to Motion Based on Self-organized Feature Extracting....Pages 784-791
Intelligent Face Image Retrieval Using Eigenpaxels and Learning Similarity Metrics....Pages 792-799
The Role of the Infant Vision System in 3D Object Recognition....Pages 800-807
Virtual Fence for a Surveillance System....Pages 808-815
Application of mnSOM on Linking External Exposure to Internal Load....Pages 816-823
Front Matter....Pages 825-825
Automated and Holistic Design of Intelligent and Distributed Integrated Sensor Systems with Self-x Properties for Applications in Vision, Robotics, Smart Environments, and Culinary Assistance Systems....Pages 827-834
Hardware Design of Japanese Hand Sign Recognition System....Pages 835-842
Blind Source Separation System Using Stochastic Arithmetic on FPGA....Pages 843-850
Noise-Tolerant Analog Circuits for Sensory Segmentation Based on Symmetric STDP Learning....Pages 851-858
A Novel Approach for Hardware Based Sound Classification....Pages 859-866
The Generalized Product Neuron Model in Complex Domain....Pages 867-876
Pulse-Type Hardware Neural Network with Two Time Windows in STDP....Pages 877-884
Time Evaluation for WTA Hopfield Type Circuits Affected by Cross-Coupling Capacitances....Pages 885-892
Circuit FPGA for Active Rules Selection in a Transition P System Region....Pages 893-900
Front Matter....Pages 901-901
Model Selection Method for AdaBoost Using Formal Information Criteria....Pages 903-910
The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method....Pages 911-918
On Weight-Noise-Injection Training....Pages 919-926
Intelligent Control of Heating, Ventilating and Air Conditioning Systems....Pages 927-934
Bregman Divergences and Multi-dimensional Scaling....Pages 935-942
Collective Activations to Generate Self-Organizing Maps....Pages 943-950
A Closed-Form Estimator of Fully Visible Boltzmann Machines....Pages 951-959
Incremental Learning in the Non-negative Matrix Factorization....Pages 960-969
Contextual Behaviors and Internal Representations Acquired by Reinforcement Learning with a Recurrent Neural Network in a Continuous State and Action Space Task....Pages 970-978
Improving the Quality of EEG Data in Patients with Alzheimer’s Disease Using ICA....Pages 979-986
Global Minimization of the Projective Nonnegative Matrix Factorization....Pages 987-993
Front Matter....Pages 901-901
Learning Sparse Representations Using a Parametric Cauchy Density....Pages 994-1002
A One-Layer Recurrent Neural Network for Non-smooth Convex Optimization Subject to Linear Equality Constraints....Pages 1003-1010
Front Matter....Pages 1011-1011
A Study on Application of Reliability Based Automatic Repeat Request to Brain Computer Interfaces....Pages 1013-1020
Analysis on Saccade-Related Independent Components by Various ICA Algorithms for Developing BCI....Pages 1021-1028
Policy Gradient Learning of Cooperative Interaction with a Robot Using User’s Biological Signals....Pages 1029-1037
Real-Time Embedded EEG-Based Brain-Computer Interface....Pages 1038-1045
Front Matter....Pages 1047-1047
SpiNNaker: The Design Automation Problem....Pages 1049-1056
The Deferred Event Model for Hardware-Oriented Spiking Neural Networks....Pages 1057-1064
Particle Swarm Optimization with SIMD-Oriented Fast Mersenne Twister on the Cell Broadband Engine....Pages 1065-1071
DNA Computing Hardware Design and Application to Multiclass Cancer Data....Pages 1072-1079
Back Matter....Pages -