Neural Information Processing: 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part II

Front Matter....Pages -
Obstacle Categorization Based on Hybridizing Global and Local Features....Pages 1-10
Defect Detection and Classification in Citrus Using Computer Vision....Pages 11-18
Superresolution from Occluded Scenes....Pages 19-27
Generating Self-organized Saliency Map Based on Color and Motion....Pages 28-37
Co-occurrence of Intensity and Gradient Features for Object Detection....Pages 38-46
Adaptive Sensor-Driven Neural Control for Learning in Walking Machines....Pages 47-55
A Method to Switch Multiple CAN2s for Variable Initial Temperature in Temperature Control of RCA Cleaning Solutions....Pages 56-64
Vision-Motor Abstraction toward Robot Cognition....Pages 65-74
Adaptively Coordinating Heterogeneous Robot Teams through Asynchronous Situated Coevolution....Pages 75-82
RL-Based Memory Controller for Scalable Autonomous Systems....Pages 83-92
A Semantic SLAM Model for Autonomous Mobile Robots Using Content Based Image Retrieval Techniques....Pages 93-106
Parameter Estimation Using a SCE Strategy....Pages 107-113
A Novel Evolving Clustering Algorithm with Polynomial Regression for Chaotic Time-Series Prediction....Pages 114-121
A Multi-strategy Differential Evolution Algorithm for Financial Prediction with Single Multiplicative Neuron....Pages 122-130
Boosted Neural Networks in Evolutionary Computation....Pages 131-140
Improving Prediction Interval Quality: A Genetic Algorithm-Based Method Applied to Neural Networks....Pages 141-149
Involving New Local Search in Hybrid Genetic Algorithm for Feature Selection....Pages 150-158
Pareto Optimal Based Evolutionary Approach for Solving Multi-Objective Facility Layout Problem....Pages 159-168
Swarm Reinforcement Learning Algorithm Based on Particle Swarm Optimization Whose Personal Bests Have Lifespans....Pages 169-178
Effectiveness of Intrinsically Motivated Adaptive Agent for Sustainable Human-Agent Interaction....Pages 179-188
RAST: A Related Abstract Search Tool....Pages 189-195
An Artificial Bee Colony Algorithm for the Quadratic Knapsack Problem....Pages 196-205
Universal Learning Machines....Pages 206-215
Swarm Diversity Based Text Summarization....Pages 216-225
A Fuzzy Bi-level Pricing Model and a PSO Based Algorithm in Supply Chains....Pages 226-233
Growing Particle Swarm Optimizers with a Population-Dependent Parameter....Pages 234-241
An Efficient Feature Selection Using Ant Colony Optimization Algorithm....Pages 242-252
Stable Training Method for Echo State Networks Running in Closed-Loop Based on Particle Swarm Optimization Algorithm....Pages 253-262
A Concept Generation Method Based on Mutual Information Quantity among Multiple Self-organizing Maps....Pages 263-272
Decoding Ambisonic Signals to Irregular Loudspeaker Configuration Based on Artificial Neural Networks....Pages 273-280
Document Clustering with Cluster Refinement and Non-negative Matrix Factorization....Pages 281-288
Hierarchical Multi-view Fisher Discriminant Analysis....Pages 289-298
Auditory Temporal Assimilation: A Discriminant Analysis of Electrophysiological Evidence....Pages 299-308
Web Snippet Clustering Based on Text Enrichment with Concept Hierarchy....Pages 309-317
Maintaining Footprint-Based Retrieval for Case Deletion....Pages 318-325
Investigation of Neonatal EEG Time Series Using a Modified Nonlinear Dynamical Analysis....Pages 326-335
Solving Fuzzy Linear Regression with Hybrid Optimization....Pages 336-343
Automatic Document Tagging in Social Semantic Digital Library....Pages 344-351
Text Mining with an Augmented Version of the Bisecting K-Means Algorithm....Pages 352-359
Ontology Based Personalized Modeling for Type 2 Diabetes Risk Analysis: An Integrated Approach....Pages 360-366
A Pulse-Coupled Network of SOM....Pages 367-375
A Simple Spiking Neuron with Periodic Input: Basic Bifurcation and Encoding Function....Pages 376-383
Exploiting Temporal Noises and Device Fluctuations in Enhancing Fidelity of Pulse-Density Modulator Consisting of Single-Electron Neural Circuits....Pages 384-391
Bifurcation Analysis of a Resonate-and-Fire-Type Digital Spiking Neuron....Pages 392-400
Strange Responses to Fluctuating Inputs in the Hindmarsh-Rose Neurons....Pages 401-408
Evaluation of Color Constancy Vision Algorithm for Mobile Robots....Pages 409-419
Surprise-Driven Exploration with Rao-Blackwellized Particle Filters for Efficiently Constructing Occupancy Grid Maps....Pages 420-429
Retrieving Emotion from Motion Analysis: In a Real Time Parallel Framework for Robots....Pages 430-438
Using Biologically Inspired Visual Features and Mixture of Experts for Face/Nonface Recognition....Pages 439-448
Diagnosis Support System for Mucous Membrane Diseases in Oral Cavity....Pages 449-456
Using Long and Short Term Memories in Solving Optimization Problems....Pages 457-464
Overlap-Based Similarity Metrics for Motif Search in DNA Sequences....Pages 465-474
An Evolutionary Artificial Neural Network for Medical Pattern Classification....Pages 475-482
Coevolutionary Method for Gene Selection and Parameter Optimization in Microarray Data Analysis....Pages 483-492
An Omnibus Permutation Test on Ensembles of Two-Locus Analyses for the Detection of Purely Epistatic Multi-locus Interactions....Pages 493-502
Protein Fold Prediction Problem Using Ensemble of Classifiers....Pages 503-511
Combination of Multiple Features in Support Vector Machine with Principal Component Analysis in Application for Alzheimer’s Disease Diagnosis....Pages 512-519
Hierarchical Core Vector Machines for Network Intrusion Detection....Pages 520-529
String Kernel Based SVM for Internet Security Implementation....Pages 530-539
Automated Log Analysis of Infected Windows OS Using Mechanized Reasoning....Pages 540-547
HumanBoost: Utilization of Users’ Past Trust Decision for Identifying Fraudulent Websites....Pages 548-555
A Methodology for Analyzing Overall Flow of Spam-Based Attacks....Pages 556-564
A Proposal of Malware Distinction Method Based on Scan Patterns Using Spectrum Analysis....Pages 565-572
A Transductive Neuro-Fuzzy Force Control: An Ethernet-Based Application to a Drilling Process....Pages 573-582
Sentiment Classification with Support Vector Machines and Multiple Kernel Functions....Pages 583-592
Improving the Performance of Fuzzy ARTMAP with Hybrid Evolutionary Programming: An Experimental Study....Pages 593-600
“Dead” Chromosomes and Their Elimination in the Neuro-Genetic Stock Index Prediction System....Pages 601-610
String Pattern Recognition Using Evolving Spiking Neural Networks and Quantum Inspired Particle Swarm Optimization....Pages 611-619
Fault Condition Recognition Based on PSO and KPCA....Pages 620-629
Evaluation of Distance Measures for Speciated Evolutionary Neural Networks in Pattern Classification Problems....Pages 630-637
Emergence of Different Mating Strategies in Artificial Embodied Evolution....Pages 638-647
A Markov Model for Multiagent Patrolling in Continuous Time....Pages 648-656
Hybrid Framework to Image Segmentation....Pages 657-666
On the Robustness of Fuzzy-Genetic Colour Contrast Fusion with Variable Colour Depth....Pages 667-674
Navel Orange Blemish Identification for Quality Grading System....Pages 675-682
A Cyclostationarity Analysis Applied to Scaled Images....Pages 683-690
Non-segmented Document Clustering Using Self-Organizing Map and Frequent Max Substring Technique....Pages 691-698
A Visual Method for High-Dimensional Data Cluster Exploration....Pages 699-709
An Algorithm Based on the Construction of Braun’s Cathode Ray Tube as a Novel Technique for Data Classification....Pages 710-719
Fuzzy Decision Tree Induction Approach for Mining Fuzzy Association Rules....Pages 720-728
AdaIndex: An Adaptive Index Structure for Fast Similarity Search in Metric Spaces....Pages 729-737
The Application of Wavelet Neural Network Optimized by Particle Swarm in Localization of Acoustic Emission Source....Pages 738-745
Speaker Recognition Based on GMM with an Embedded TDNN....Pages 746-753
Finding Appropriate Turning Point for Text Sentiment Polarity....Pages 754-761
Research on Natural Disaster Risk Assessment Model Based on Support Vector Machine and Its Application....Pages 762-769
Identifying Tobacco Control Policy Drivers: A Neural Network Approach....Pages 770-776
Intrusion Detection Using Neural Networks: A Grid Computing Based Data Mining Approach....Pages 777-785
Recurrent Neural Networks as Local Models for Time Series Prediction....Pages 786-793
Construction of the General Physical Condition Judgments System Using Acceleration Plethysmogram Analysis Results....Pages 794-801
Decision of Class Borders on Spherical SOM and Its Visualization....Pages 802-811
Quantifying the Path Preservation of SOM-Based Information Landscapes....Pages 812-819
Self-Organizing Neural Grove and Its Parallel and Distributed Performance....Pages 820-827
The Finding of Weak-Ties by Applying Spherical SOM and Association Rules....Pages 828-835
Analysis of Robustness of Pareto Learning SOM to Variances of Input Vectors....Pages 836-844
Interactive Hierarchical SOM for Image Retrieval Visualization....Pages 845-854
Evaluation Patterns of Japanese Representative Athletes in the 2008 Beijing Olympic Games: Visualization of Social Expectation and Satisfaction by Use of Self-Organizing Maps....Pages 855-864
Temporal Signal Processing by Feedback SOM: An Application to On-line Character Recognition Task....Pages 865-873
A Study on Clustering Method by Self-Organizing Map and Information Criteria....Pages 874-881
Back Matter....Pages -