Intelligent Data Engineering and Automated Learning — IDEAL 2002: Third International Conference Manchester, UK, August 12–14, 2002 Proceedings

Mining Frequent Sequential Patterns under a Similarity Constraint....Pages 1-6
Pre-pruning Classification Trees to Reduce Overfitting in Noisy Domains....Pages 7-12
Data Mining for Fuzzy Decision Tree Structure with a Genetic Program....Pages 13-18
Co-evolutionary Data Mining to Discover Rules for Fuzzy Resource Management....Pages 19-24
Discovering Temporal Rules from Temporally Ordered Data....Pages 25-30
Automated Personalisation of Internet Users Using Self-Organising Maps....Pages 31-34
Data Abstractions for Numerical Attributes in Data Mining....Pages 35-42
Calculating Aggregates with Range-Encoded Bit-Sliced Index....Pages 43-49
T3: A Classification Algorithm for Data Mining....Pages 50-55
A Hierarchical Model to Support Kansei Mining Process....Pages 56-61
Evolving SQL Queries for Data Mining....Pages 62-67
Indexing and Mining of the Local Patterns in Sequence Database....Pages 68-73
A Knowledge Discovery by Fuzzy Rule Based Hopfield Network....Pages 74-79
Fusing Partially Inconsistent Expert and Learnt Knowledge in Uncertain Hierarchies....Pages 80-86
Organisational Information Management and Knowledge Discovery in Email within Mailing Lists....Pages 87-92
Design of Multi-drilling Gear Machines by Knowledge Processing and Machine Simulation....Pages 93-98
Classification of Email Queries by Topic: Approach Based on Hierarchically Structured Subject Domain....Pages 99-104
A Knowledge-Based Information Extraction System for Semi-structured Labeled Documents....Pages 105-110
Measuring Semantic Similarity Between Words Using Lexical Knowledge and Neural Networks....Pages 111-116
Extraction of Hidden Semantics from Web Pages....Pages 117-122
Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual Information....Pages 123-128
Schema Discovery of the Semi-structured and Hierarchical Data....Pages 129-134
 RSTIndex : Indexing and Retrieving Web Document Using Computational and Linguistic Techniques....Pages 135-140
A Case-Based Recognition of Semantic Structures in HTML Documents....Pages 141-147
Expeditious XML Processing....Pages 148-153
Document Clustering Using the 1 + 1 Dimensional Self-Organising Map....Pages 154-160
Natural Language Processing for Expertise Modelling in E-mail Communication....Pages 161-166
A Branch and Bound Algorithm for Minimum Cost Network Flow Problem....Pages 167-172
Study of the Regularity of the Users’ Internet Accesses....Pages 173-178
An Intelligent Mobile Commerce System with Dynamic Contents Builder and Mobile Products Browser....Pages 179-185
Focused Crawling Using Fictitious Play....Pages 186-192
A User Adaptive Mobile Commerce System with a Middlet Application....Pages 193-199
Weight-Vector Based Approach for Product Recommendation in E-commerce....Pages 200-205
The Development of an XML-Based Data Warehouse System....Pages 206-212
Identifying Data Sources for Data Warehouses....Pages 213-218
Coordinating Learning Agents via Utility Assignment....Pages 219-224
AGILE: An Agent-Assisted Infrastructure to Support Learning Environments....Pages 225-230
Multi-agent Fuzzy Logic Resource Manager....Pages 231-236
Transactional Multiple Agents....Pages 237-242
An Information Model for a Merchant Trust Agent in Electronic Commerce....Pages 243-248
MASIVE: A Case Study in Multiagent Systems....Pages 249-254
Learning Multi-agent Strategies in Multi-stage Collaborative Games....Pages 255-260
Emergent Specialization in Swarm Systems....Pages 261-266
Distributed Mobile Communication Base Station Diagnosis and Monitoring Using Multi-agents....Pages 267-272
ABBA — Agent Based Beaver Application — Busy Beaver in Swarm....Pages 273-278
Centralised and Distributed Organisational Control....Pages 279-284
Mining Dependence Structures from Statistical Learning Perspective....Pages 285-306
 k *-Means — A Generalized k -Means Clustering Algorithm with Unknown Cluster Number....Pages 307-317
Multiagent SAT (MASSAT): Autonomous Pattern Search in Constrained Domains....Pages 318-328
A Text Mining Agents Based Architecture for Personal E-mail Filtering and Management....Pages 329-336
Framework of a Multi-agent KDD System....Pages 337-346
Intraday FX Trading: An Evolutionary Reinforcement Learning Approach....Pages 347-358
An Up-Trend Detection Using an Auto-Associative Neural Network: KOSPI200 Futures....Pages 359-365
Stock Price and Index Forecasting by Arbitrage Pricing Theory-Based Gaussian TFA Learning....Pages 366-371
A Comparative Study on Three MAP Factor Estimate Approaches for NFA....Pages 372-377
A Neural Classifier with Fraud Density Map for Effective Credit Card Fraud Detection....Pages 378-383
A Comparison of Two Techniques for Next- Day Electricity Price Forecasting....Pages 384-390
Support Vector Machine Regression for Volatile Stock Market Prediction....Pages 391-396
Complexity Pursuit for Financial Prediction....Pages 397-402
Artificial Intelligence in Portfolio Management....Pages 403-409
The Multilevel Classification Problem and a Monotonicity Hint....Pages 410-415
Adaptive Filtering for GARCH Models....Pages 416-422
Application of Self-Organising Maps in Automated Chemical Shift Correction of In Vivo 1 H MR Spectra....Pages 423-428
Supervised Learning of Term Similarities....Pages 429-434
BIKMAS: A Knowledge Engineering System for Bioinformatics....Pages 435-440
Unsupervised Feature Extraction of in vivo Magnetic Resonance Spectra of Brain Tumours Using Independent Component Analysis....Pages 441-446
Fuzzy Rule-Based Framework for Medical Record Validation....Pages 447-453
Classification Learning by Decomposition of Numerical Datasets....Pages 454-460
Combining Feature Selection with Feature Weighting for k-NN Classifier....Pages 461-468
Pattern Selection for Support Vector Classifiers....Pages 469-474
Graphical Features Selection Method....Pages 475-480
Fuzzy-Neural Inference in Decision Trees....Pages 481-486
Decision Tree Based Clustering....Pages 487-492
Usage of New Information Estimations for Induction of Fuzzy Decision Trees....Pages 493-499
Genetic Algorithm Based-On the Quantum Probability Representation....Pages 500-505
A Dynamic Method for Discretization of Continuous Attributes....Pages 506-511
A New Neural Implementation of Exploratory Projection Pursuit....Pages 512-517
A General Framework for a Principled Hierarchical Visualization of Multivariate Data....Pages 518-523
Chinese Character Recognition-Comparison of Classification Methodologies....Pages 524-530
Lempel-Ziv Coding in Reinforcement Learning....Pages 531-537
Efficient Face Extraction Using Skin-Color Model and a Neural Network....Pages 538-543
Feature Weights Determining of Pattern Classification by Using a Rough Genetic Algorithm with Fuzzy Similarity Measure....Pages 544-550
Recursive Form of the Discrete Fourier Transform for Two-Dimensional Signals....Pages 551-556
Viseme Recognition Experiment Using Context Dependent Hidden Markov Models....Pages 557-561
Stave Extraction for Printed Music Scores....Pages 562-568
Scaling-Up Model-Based Clustering Algorithm by Working on Clustering Features....Pages 569-575
A New Approach to Hierarchically Retrieve MPEG Video....Pages 576-581
Alpha-Beta Search Revisited....Pages 582-587
Quantifying Relevance of Input Features....Pages 588-593