Intelligent Data Engineering and Automated Learning – IDEAL 2008: 9th International Conference Daejeon, South Korea, November 2-5, 2008 Proceedings

Front Matter....Pages -
Proposal of Exploitation-Oriented Learning PS-r # ....Pages 1-8
Kernel Regression with a Mahalanobis Metric for Short-Term Traffic Flow Forecasting....Pages 9-16
Hybrid Weighted Distance Measures and Their Application to Pattern Recognition....Pages 17-23
A Multitask Learning Approach to Face Recognition Based on Neural Networks....Pages 24-31
Logic Synthesis for FSMs Using Quantum Inspired Evolution....Pages 32-39
A New Adaptive Strategy for Pruning and Adding Hidden Neurons during Training Artificial Neural Networks....Pages 40-48
Using Kullback-Leibler Distance in Determining the Classes for the Heart Sound Signal Classification....Pages 49-56
A Semi-fragile Watermark Scheme Based on the Logistic Chaos Sequence and Singular Value Decomposition....Pages 57-64
Distribution Feeder Load Balancing Using Support Vector Machines....Pages 65-71
Extracting Auto-Correlation Feature for License Plate Detection Based on AdaBoost....Pages 72-79
Evolutionary Optimization of Union-Based Rule-Antecedent Fuzzy Neural Networks and Its Applications....Pages 80-87
Improving AdaBoost Based Face Detection Using Face-Color Preferable Selective Attention....Pages 88-95
Top-Down Object Color Biased Attention Using Growing Fuzzy Topology ART....Pages 96-103
A Study on Human Gaze Estimation Using Screen Reflection....Pages 104-111
A Novel GA-Taguchi-Based Feature Selection Method....Pages 112-119
Nonnegative Matrix Factorization (NMF) Based Supervised Feature Selection and Adaptation....Pages 120-127
Automatic Order of Data Points in RE Using Neural Networks....Pages 128-139
Orthogonal Nonnegative Matrix Factorization: Multiplicative Updates on Stiefel Manifolds....Pages 140-147
Feature Discovery by Enhancement and Relaxation of Competitive Units....Pages 148-155
Genetic Feature Selection for Optimal Functional Link Artificial Neural Network in Classification....Pages 156-163
A Novel Ensemble Approach for Improving Generalization Ability of Neural Networks....Pages 164-171
Semi-supervised Learning with Ensemble Learning and Graph Sharpening....Pages 172-179
Exploring Topology Preservation of SOMs with a Graph Based Visualization....Pages 180-187
A Class of Novel Kernel Functions....Pages 188-192
RP-Tree: A Tree Structure to Discover Regular Patterns in Transactional Database....Pages 193-200
Extracting Key Entities and Significant Events from Online Daily News....Pages 201-209
Performance Evaluation of Intelligent Prediction Models on Smokers’ Quitting Behaviour....Pages 210-216
Range Facial Recognition with the Aid of Eigenface and Morphological Neural Networks....Pages 217-224
Modular Bayesian Network Learning for Mobile Life Understanding....Pages 225-232
Skin Pores Detection for Image-Based Skin Analysis....Pages 233-240
An Empirical Research on Extracting Relations from Wikipedia Text....Pages 241-249
A Data Perturbation Method by Field Rotation and Binning by Averages Strategy for Privacy Preservation....Pages 250-257
Mining Weighted Frequent Patterns Using Adaptive Weights....Pages 258-265
On the Improvement of the Mapping Trustworthiness and Continuity of a Manifold Learning Model....Pages 266-273
Guaranteed Network Traffic Demand Prediction Using FARIMA Models....Pages 274-281
A New Incremental Algorithm for Induction of Multivariate Decision Trees for Large Datasets....Pages 282-289
The Use of Semi-parametric Methods for Feature Extraction in Mobile Cellular Networks....Pages 290-297
Personalized Document Summarization Using Non-negative Semantic Feature and Non-negative Semantic Variable....Pages 298-305
Cooperative E-Organizations for Distributed Bioinformatics Experiments....Pages 306-313
Personal Knowledge Network Reconfiguration Based on Brain Like Function Using Self Type Matching Strategy....Pages 314-320
A Theoretical Derivation of the Kernel Extreme Energy Ratio Method for EEG Feature Extraction....Pages 321-329
Control of a Wheelchair by Motor Imagery in Real Time....Pages 330-337
Robust Vessel Segmentation Based on Multi-resolution Fuzzy Clustering....Pages 338-345
Building a Spanish MMTx by Using Automatic Translation and Biomedical Ontologies....Pages 346-353
Compensation for Speed-of-Processing Effects in EEG-Data Analysis....Pages 354-361
Statistical Baselines from Random Matrix Theory....Pages 362-369
Adaptive Classification by Hybrid EKF with Truncated Filtering: Brain Computer Interfacing....Pages 370-377
Improving the Relational Evaluation of XML Queries by Means of Path Summaries....Pages 378-386
Identification of the Inverse Dynamics Model: A Multiple Relevance Vector Machines Approach....Pages 387-394
When Is Inconsistency Considered Harmful: Temporal Characterization of Knowledge Base Inconsistency....Pages 395-403
Intelligent Engineering and Its Application in Policy Simulation....Pages 404-411
Design of Directory Facilitator for Agent-Based Service Discovery in Ubiquitous Computing Environments....Pages 412-419
Laboratory of Policy Study on Electricity Demand Forecasting by Intelligent Engineering....Pages 420-427
Self-adaptive Mutation Only Genetic Algorithm: An Application on the Optimization of Airport Capacity Utilization....Pages 428-435
Cross Checking Rules to Improve Consistency between UML Static Diagram and Dynamic Diagram....Pages 436-443
Neural Networks Approach to the Detection of Weekly Seasonality in Stock Trading....Pages 444-451
Bregman Divergences and the Self Organising Map....Pages 452-458
Feature Locations in Images....Pages 459-463
A Hierarchical Self-organised Classification of ‘Multinational’ Corporations....Pages 464-472
An Adaptive Image Watermarking Scheme Using Non-separable Wavelets and Support Vector Regression....Pages 473-482
Cluster Analysis of Land-Cover Images Using Automatically Segmented SOMs with Textural Information....Pages 483-490
Application of Topology Preserving Ensembles for Sensory Assessment in the Food Industry....Pages 491-497
AI for Modelling the Laser Milling of Copper Components....Pages 498-507
Country and Political Risk Analysis of Spanish Multinational Enterprises Using Exploratory Projection Pursuit....Pages 508-515
Single-Layer Neural Net Competes with Multi-layer Neural Net....Pages 516-524
Semi-supervised Growing Neural Gas for Face Recognition....Pages 525-532
Back Matter....Pages -