Intelligent data engineering and automated learning : 4th international conference, IDEAL 2003, Hong Kong, China, March 21-23, 2003 ; revised papers

Front Matter....Pages - A Two-Stage Bayesian Network for Effective Development of Conversational Agent....Pages 1-9 Intelligent Agent Technology in E-commerce....Pages 10-17 Connected Replicator Dynamics and Their Control in a Learning Multi-agent System....Pages 18-26 Agent-Based Modeling of Efficient Markets....Pages 27-34 Agent Compromises in Distributed Problem Solving....Pages 35-42 A Multi-agent System for Emergency Decision Support....Pages 43-51 The Artificial Ecosystem: A Multiagent Architecture....Pages 52-59 Noise Correction in Genomic Data....Pages 60-67 Gradient Based Method for Symmetric and Asymmetric Multiagent Reinforcement Learning....Pages 68-75 Revocable Anonymity of Undeniable Signature Scheme....Pages 76-83 Learning Classifier System for Generating Various Types of Dialogues in Conversational Agent....Pages 84-88 An Enhanced Security Model for Mobile Agent System....Pages 89-93 A Ring-Based Architectural Model for Middle Agents in Agent-Based System....Pages 94-98 Belief Revision for Adaptive Recommender Agents in E-commerce....Pages 99-103 Managing Fault Tolerance Information in Multi-agents Based Distributed Systems....Pages 104-108 Agent-Based Layered Intelligent Information Integration System Using Ontology and Metadata Registry....Pages 109-113 Fluctuation in Multi-agent System of Supermarket Chain Network....Pages 114-118 A Self-Organizing Channel Assignment Algorithm: A Cellular Learning Automata Approach....Pages 119-126 Learning from Average Experience....Pages 127-134 The Inductive Inverse Kinematics Algorithm for Manipulating the Posture of an Articulated Body....Pages 135-142 A Fast Implementation of Radial Basis Function Networks with Application to Time Series Forecasting....Pages 143-150 On the Effects of Outliers on Evolutionary Optimization....Pages 151-160 Initialising Self-Organising Maps....Pages 161-168 On the Comparisons between RLSA and CLA for Solving Arbitrary Linear Simultaneous Equations....Pages 169-176 Exploiting Heterogeneous Features for Classification Learning....Pages 177-184 Locally Balanced Incremental Hierarchical Discriminant Regression....Pages 185-194 A Comparative Study of Several Cluster Number Selection Criteria....Pages 195-202 Automating Stock Prediction with Neural Network and Evolutionary Computation....Pages 203-210 Estimation of Diffusion Parameters by a Nonparametric Drift Function Model....Pages 211-217 Temporal Difference Coding in Reinforcement Learning....Pages 218-227 Combination of Linear and General Regression Neural Network for Robust Short Term Financial Prediction....Pages 228-235 Generating Explicit Self-Organizing Maps by Information Maximization....Pages 236-245 A Clustering Approach to the Vision-Based Interface for Interactive Computer Games....Pages 246-253 Evolution at Learning: How to Promote Generalization?....Pages 254-261 Automatic Extraction of Moving Objects Using Distributed Genetic Algorithms....Pages 262-269 The Approach for Data Warehouse to Answering Spatial OLAP Queries....Pages 270-277 A Hybrid Search Algorithm of Ant Colony Optimization and Genetic Algorithm Applied to Weapon-Target Assignment Problems....Pages 278-285 Detecting Distributed Denial of Service (DDoS) Attacks through Inductive Learning....Pages 286-295 Dynamic Construction of Category Hierarchy Using Fuzzy Relational Products....Pages 296-302 Evolution Strategies with a Fourier Series Auxiliary Function for Difficult Function Optimization....Pages 303-312 AD+Tree: A Compact Adaptation of Dynamic AD-Trees for Efficient Machine Learning on Large Data Sets....Pages 313-320 Evolvable Hardware Using Genetic Programming....Pages 321-328 Minimal Addition-Subtraction Sequences for Efficient Pre-processing in Large Window-Based Modular Exponentiation Using Genetic Algorithms....Pages 329-336 Hybrid Recommendation: Combining Content-Based Prediction and Collaborative Filtering....Pages 337-344 A Tolerance Concept in Data Clustering....Pages 345-352 Power Control and Evolutionary Computation in CDMA Cellular Radio Networks....Pages 353-360 A Novel Multiobjective Evolutionary Algorithm Based on Min-Max Strategy....Pages 361-368 Dynamics of Gradient-Based Learning and Applications to Hyperparameter Estimation....Pages 369-376 Nonlinear Multidimensional Data Projection and Visualisation....Pages 377-388 Comparative Study between Radial Basis Probabilistic Neural Networks and Radial Basis Function Neural Networks....Pages 389-396 On Hadamard-Type Output Coding in Multiclass Learning....Pages 397-404 An Adaptive Uniform Fractional Guard Channel Algorithm: A Learning Automata Approach....Pages 405-409 Empirical Comparison between Two Computational Strategies for Topological Self-Organization....Pages 410-414 A Novel Orthogonal Simulated Annealing Algorithm for Optimization of Electromagnetic Problems....Pages 415-420 Diversity Control to Improve Convergence Rate in Genetic Algorithms....Pages 421-425 A Perception Evaluation Scheme for Steganography....Pages 426-430 Clustering Individuals in Non-vector Data and Predicting: A Novel Model-Based Approach....Pages 431-435 A Fuzzy Multi-criteria Decision Model for Information System Security Investment....Pages 436-441 Blind Equalization Using RBF and HOS....Pages 442-446 A Guided Monte Carlo Approach to Optimization Problems....Pages 447-451 Editing and Training for ALVOT, an Evolutionary Approach....Pages 452-456 Consensus-Based Adaptive Interface Construction for Multiplatform Web Applications....Pages 457-461 Portfolio Management for Pension Funds....Pages 462-466 Multiple Ant Colony Optimization for Load Balancing....Pages 467-471 Exploring Memory Access Regularity in Pointer-Intensive Application Programs....Pages 472-476 Nonlinear Dimension Reduction via Local Tangent Space Alignment....Pages 477-481 System for Intelligent Processing and Recognition of Auditory Brainstem Response (ABR ) Signals....Pages 482-489 Protein Structure Modeling Using a Spatial Model for Structure Comparison....Pages 490-497 DNA Algorithms for Rough Set Analysis....Pages 498-513 Input Selection and Rule Generation in Adaptive Neuro-fuzzy Inference System for Protein Structure Prediction....Pages 514-521 Quantification of Human Brain Metabolites from In Vivo 1 H NMR Magnitude Spectra Using Self-Organising Maps....Pages 522-529 Probability Model Type Sufficiency....Pages 530-534 Higher-Order Hidden Markov Models with Applications to DNA Sequences....Pages 535-539 Classification of the Risk Types of Human Papillomavirus by Decision Trees....Pages 540-544 An Effective Rough Set-Based Method for Text Classification....Pages 545-552 Abrupt Shot Change Detection Using Multiple Features and Classification Tree....Pages 553-560 On a Lip Print Recognition by the Pattern Kernel with Multi-resolution Architecture....Pages 561-568 A XML-Based Data Communication Solution for Program Mining....Pages 569-575 Improving the Efficiency of Frequent Pattern Mining by Compact Data Structure Design....Pages 576-583 Extraction of Dynamic User Behaviors from Web Logs....Pages 584-595 SEMIR: Semantic Indexing and Retrieving Web Document Using Rhetorical Structure Theory....Pages 596-604 Generating Representative from Clusters of Association Rules on Numeric Attributes....Pages 605-613 Grid-Based Indexing for Large Time Series Databases....Pages 614-621 E.Coli Search: Self Replicating Agents for Web Based Information Retrieval....Pages 622-629 An Efficient Mining Method for Incremental Updation in Large Databases....Pages 630-637 Selectivity Estimation for Optimizing Similarity Query in Multimedia Databases....Pages 638-644 Related Factors of Document Classification Performance in a Highly Inflectional Language....Pages 645-652 Customer Loyalty on Recurring Loans....Pages 653-660 Convolution Kernels for Outliers Detection in Relational Data....Pages 661-668 Association Rule Mining Algorithms for Set-Valued Data....Pages 669-676 A Data Mining Based Intrusion Detection Model....Pages 677-684 Semantics Based Information Retrieval Using Conceptual Indexing of Documents....Pages 685-692 Experiences of Using a Quantitative Approach for Mining Association Rules....Pages 693-700 Global B+ Tree Indexing in Parallel Database Systems....Pages 701-708 Efficient Execution of Parallel Aggregate Data Cube Queries in Data Warehouse Environments....Pages 709-716 An Optimal Approach to Mining Boolean Functions from Noisy Data....Pages 717-724 Beyond Supervised Learning of Wrappers for Extracting Information from Unseen Web Sites....Pages 725-733 Metasearch via Voting....Pages 734-741 Peculiarity Oriented Mining in Multiple Human Brain Data....Pages 742-750 Automatic Classification and Clustering of Caenorhabditis Elegans Using a Computer Vision System....Pages 751-755 A Concept-Based Inter-lingua and Its Applications to Multilingual Text and Web Mining....Pages 756-760 Flexible Decision Trees in a General Data-Mining Environment....Pages 761-767 Developing a Directory of Search Engines for Meta-searching....Pages 768-772 A Unified, Adjustable, and Extractable Biological Data Mining-Broker....Pages 773-777 Nested State-Transition Graph Model of User Behaviors....Pages 778-782 Design of Data-Mining Application Software Based on Object-Oriented Approach....Pages 783-788 Predicting Itemset Sales Profiles with Share Measures and Repeat-Buying Theory....Pages 789-795 A Virtual Join Algorithm for Fast Association Rule Mining....Pages 796-800 Packet Filtering Using a Decision Tree Classifier....Pages 801-805 An XML Query Mediator....Pages 806-810 Potential Gains from Global Market Timing Involving Three or More Markets....Pages 811-815 Incremental Condition Evaluation for Active Temporal Rules....Pages 816-820 Automatic Webpage Classification Enhanced by Unlabeled Data....Pages 821-825 Electricity Demand Forecasting Using Neural Networks....Pages 826-834 An Extended Multivariate Data Visualization Approach for Interactive Feature Extraction from Manufacturing Data....Pages 835-839 Determining the Semantic Orientation of Web-Based Corpora....Pages 840-849 Dynamic Subspace Clustering for Very Large High-Dimensional Databases....Pages 850-854 Spatial Information in Histograms for Shape Representation....Pages 855-859 From Competing Associations to Justifiable Conclusions....Pages 860-864 Line Chart Recognition and Data Extraction Technique....Pages 865-870 List Representation Applied to Sparse Datacubes for Data Warehousing and Data Mining....Pages 871-875 A Fast Algorithm for Incremental Principal Component Analysis....Pages 876-881 A Database-Independent Approach of Mining Association Rules with Genetic Algorithm....Pages 882-886 Discovering Process Models from Execution History by Graph Matching....Pages 887-892 Constructing UML Galaxy Diagram for Conceptual Data Integration in Web Mining....Pages 893-897 MLPCA Based Logistical Regression Analysis for Pattern Clustering in Manufacturing Processes....Pages 898-902 Graph-Based Data Clustering: Criteria and a Customizable Approach....Pages 903-908 Study of United Mileage Agent in E-commerce....Pages 909-913 Verifying the Payment Authorization in SET Protocol....Pages 914-918 Heuristic Methods for Portfolio Selection at the Mexican Stock Exchange....Pages 919-923 The Knowledge-Base of a B2B E-commerce Multi-agent System....Pages 924-928 Trading Futures with the Largest Equity Drawdown Method....Pages 929-933 Intraday Analysis of Portfolios on the ASX Using ICA....Pages 934-938 Case-Based Reasoning: An Intelligent Approach Applied for Financial Crises Warning....Pages 939-943 Pattern Recognition in Classification of Intelligent Composites during Smart Manufacturing....Pages 944-958 Fuzzy Logic Aided Gesture Recognition....Pages 959-966 On the Choices of the Parameters in General Constrained Learning Algorithms....Pages 967-974 Strict Monotone of an Edge Intensity Profile and a New Edge Detection Algorithm....Pages 975-982 Model-Based Pose Estimation of Human Motion Using Orthogonal Simulated Annealing....Pages 983-991 PCA Fuzzy Mixture Model for Speaker Identification....Pages 992-999 GMM Based on Local Fuzzy PCA for Speaker Identification....Pages 1000-1007 Fast Pattern Selection Algorithm for Support Vector Classifiers: Time Complexity Analysis....Pages 1008-1015 Novelty Detection Approach for Keystroke Dynamics Identity Verification....Pages 1016-1023 An Image Retrieval Method Based on Collaborative Filtering....Pages 1024-1031 Learning Neural Network Ensemble for Practical Text Classification....Pages 1032-1036 Filtering of Text Blocks in Web Images....Pages 1037-1041 Towards a Terabyte Digital Library System....Pages 1042-1046 A Neural System Prototype for Data Processing Using Modified Conjugate Directional Filtering (MCDF)....Pages 1047-1051 Prediction Error Context-Based Lossless Compression of Medical Images....Pages 1052-1055 Improving Feature Extraction Performance of Greedy Network-Growing Algorithm....Pages 1056-1061 Online Signature Verification Based on Dynamic Feature Segmentation and 3-Step Matching....Pages 1062-1065 Investigation of ART2-Based Audio-to-Visual Conversion for Multimedia Applications....Pages 1066-1070 Spatiotemporal Restoration of Regions Occluded by Text in Video Sequences....Pages 1071-1075 A Non-parametric Image Segmentation Algorithm Using an Orthogonal Experimental Design Based Hill-Climbing....Pages 1076-1081 A Qualitative Discriminative Cohort Speakers Method to Reduce Learning Data for MLP-Based Speaker Verification Systems....Pages 1082-1086 Inheritance Transformation of XML Schemas to Object – Relational Databases....Pages 1087-1091 Wavelet-Based Feature Extraction from Character Images....Pages 1092-1096 Illumination Invariant Shot Boundary Detection....Pages 1097-1101 Modified Chamfer Matching Algorithm....Pages 1102-1106 Design and Implementation of Alert Analyzer with Data Mining Engine....Pages 1107-1112 Grid-Based Method for Ranking Images with Multiple Objects....Pages 1113-1117 Asynchronous Messaging Using Message-Oriented-Middleware....Pages 1118-1122 Improved Object Recognition – The RoboCup 4-Legged League....Pages 1123-1130 Objectionable Image Recognition System in Compression Domain....Pages 1131-1135 Back Matter....Pages -