| Data Mining | |
| Mining Frequent Sequential Patterns under a Similarity Constraint | p. 1 |
| Pre-pruning Classification Trees to Reduce Overfitting in Noisy Domains | p. 7 |
| Data Mining for Fuzzy Decision Tree Structure with a Genetic Program | p. 13 |
| Co-evolutionary Data Mining to Discover Rules for Fuzzy Resource Management | p. 19 |
| Discovering Temporal Rules from Temporally Ordered Data | p. 25 |
| Automated Personalisation of Internet Users Using Self-Organising Maps | p. 31 |
| Data Abstractions for Numerical Attributes in Data Mining | p. 35 |
| Calculating Aggregates with Range-Encoded Bit-Sliced Index | p. 43 |
| T3: A Classification Algorithm for Data Mining | p. 50 |
| A Hierarchical Model to Support Kansei Mining Process | p. 56 |
| Evolving SQL Queries for Data Mining | p. 62 |
| Indexing and Mining of the Local Patterns in Sequence Database | p. 68 |
| Knowledge Engineering | |
| A Knowledge Discovery by Fuzzy Rule Based Hopfield Network | p. 74 |
| Fusing Partially Inconsistent Expert and Learnt Knowledge in Uncertain Hierarchies | p. 80 |
| Organisational Information Management and Knowledge Discovery in Email within Mailing Lists | p. 87 |
| Design of Multi-drilling Gear Machines by Knowledge Processing and Machine Simulation | p. 93 |
| Text and Document Processing | |
| Classification of Email Queries by Topic: Approach Based on Hierarchically Structured Subject Domain | p. 99 |
| A Knowledge-Based Information Extraction System for Semi-structured Labeled Documents | p. 105 |
| Measuring Semantic Similarity Between Words Using Lexical Knowledge and Neural Networks | p. 111 |
| Extraction of Hidden Semantics from Web Pages | p. 117 |
| Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual Information | p. 123 |
| Schema Discovery of the Semi-structured and Hierarchical Data | p. 129 |
| RSTIndex: Indexing and Retrieving Web Document Using Computational and Linguistic Techniques | p. 135 |
| A Case-Based Recognition of Semantic Structures in HTML Documents (An Automated Transformation from HTML to XML) | p. 141 |
| Expeditious XML Processing | p. 148 |
| Document Clustering Using thel + 1 Dimensional Self-Organising Map | p. 154 |
| Natural Language Processing for Expertise Modelling in E-mail Communication | p. 161 |
| Internet Applications | |
| A Branch and Bound Algorithm for Minimum Cost Network Flow Problem | p. 167 |
| Study of the Regularity of the Users' Internet Accesses | p. 173 |
| An Intelligent Mobile Commerce System with Dynamic Contents Builder and Mobile Products Browser | p. 179 |
| Focused Crawling Using Fictitious Play | p. 186 |
| A User Adaptive Mobile Commerce System with a Middlet Application | p. 193 |
| Weight-Vector Based Approach for Product Recommendation in E-commerce | p. 200 |
| The Development of an XML-Based Data Warehouse System | p. 206 |
| Identifying Data Sources for Data Warehouses | p. 213 |
| Agent Technologies | |
| Coordinating Learning Agents via Utility Assignment | p. 219 |
| AGILE: An Agent-Assisted Infrastructure to Support Learning Environments | p. 225 |
| Multi-agent Fuzzy Logic Resource Manager | p. 231 |
| Transactional Multiple Agents | p. 237 |
| An Information Model for a Merchant Trust Agent in Electronic Commerce | p. 243 |
| MASIVE: A Case Study in Multiagent Systems | p. 249 |
| Learning Multi-agent Strategies in Multi-stage Collaborative Games | p. 255 |
| Emergent Specialization in Swarm Systems | p. 261 |
| Distributed Mobile Communication Base Station Diagnosis and Monitoring Using Multi-agents | p. 267 |
| ABBA - Agent Based Beaver Application - Busy Beaver in Swarm | p. 273 |
| Centralised and Distributed Organisational Control | p. 279 |
| Special Session on Autonomous Mining | |
| Mining Dependence Structures from Statistical Learning Perspective | p. 285 |
| k*-Means - A Generalized k-Means Clustering Algorithm with Unknown Cluster Number | p. 307 |
| Multiagent SAT (MASSAT): Autonomous Pattern Search in Constrained Domains | p. 318 |
| A Text Mining Agents Based Architecture for Personal E-mail Filtering and Management | p. 329 |
| Framework of a Multi-agent KDD System | p. 337 |
| Financial Engineering | |
| Intraday FX Trading: An Evolutionary Reinforcement Learning Approach | p. 347 |
| An Up-Trend Detection Using an Auto-Associative Neural Network: KOSPI 200 Futures | p. 359 |
| Stock Price and Index Forecasting by Arbitrage Pricing Theory-Based Gaussian TFA Learning | p. 366 |
| A Comparative Study on Three MAP Factor Estimate Approaches for NFA | p. 372 |
| A Neural Classifier with Fraud Density Map for Effective Credit Card Fraud Detection | p. 378 |
| A Comparison of Two Techniques for Next-Day Electricity Price Forecasting | p. 384 |
| Support Vector Machine Regression for Volatile Stock Market Prediction | p. 391 |
| Complexity Pursuit for Financial Prediction | p. 397 |
| Artificial Intelligence in Portfolio Management | p. 403 |
| The Multilevel Classification Problem and a Monotonicity Hint | p. 410 |
| Adaptive Filtering for GARCH Models | p. 416 |
| Bio-Informatics | |
| Application of Self-Organising Maps in Automated Chemical Shift Correction of In Vivo 1H MR Spectra | p. 423 |
| Supervised Learning of Term Similarities | p. 429 |
| BIKMAS: A Knowledge Engineering System for Bioinformatics | p. 435 |
| Unsupervised Feature Extraction of in vivo Magnetic Resonance Spectra of Brain Tumours Using Independent Component Analysis | p. 441 |
| Fuzzy Rule-Based Framework for Medical Record Validation | p. 447 |
| Learning Systems | |
| Classification Learning by Decomposition of Numerical Datasets | p. 454 |
| Combining Feature Selection with Feature Weighting for k-NN Classifier | p. 461 |
| Pattern Selection for Support Vector Classifiers | p. 469 |
| Graphical Features Selection Method | p. 475 |
| Fuzzy-Neural Inference in Decision Trees | p. 481 |
| Decision Tree Based Clustering | p. 487 |
| Usage of New Information Estimations for Induction of Fuzzy Decision Trees | p. 493 |
| Genetic Algorithm Based-On the Quantum Probability Representation | p. 500 |
| A Dynamic Method for Discretization of Continuous Attributes | p. 506 |
| A New Neural Implementation of Exploratory Projection Pursuit | p. 512 |
| A General Framework for a Principled Hierarchical Visualization of Multivariate Data | p. 518 |
| Chinese Character Recognition - Comparison of Classification Methodologies | p. 524 |
| Lempel-Ziv Coding in Reinforcement Learning | p. 531 |
| Pattern Recognition | |
| Efficient Face Extraction Using Skin-Color Model and a Neural Network | p. 538 |
| Feature Weights Determining of Pattern Classification by Using a Rough Genetic Algorithm with Fuzzy Similarity Measure | p. 544 |
| Recursive Form of the Discrete Fourier Transform for Two-Dimensional Signals | p. 551 |
| Viseme Recognition Experiment Using Context Dependent Hidden Markov Models | p. 557 |
| Stave Extraction for Printed Music Scores | p. 562 |
| Scaling-Up Model-Based Clustering Algorithm by Working on Clustering Features | p. 569 |
| A New Approach to Hierarchically Retrieve MPEG Video | p. 576 |
| Alpha-Beta Search Revisited | p. 582 |
| Quantifying Relevance of Input Features | p. 588 |
| Author Index | p. 595 |
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