3. IDEAL 2002: Manchester, UK

Data Mining

• Matthieu Capelle, Cyrille Masson, Jean-François Boulicaut:
  Mining Frequent Sequential Patterns under a Similarity Constraint. 1-6
  
• Max Bramer:
  Pre-pruning Classification Trees to Reduce Overfitting in Noisy Domains. 7-12
  
• James F. Smith III:
  Data Mining for Fuzzy Decision Tree Structure with a Genetic Program. 13-18
  
• James F. Smith III:
  Co-evolutionary Data Mining to Discover Rules for Fuzzy Resource Management. 19-24
  
• Kamran Karimi, Howard J. Hamilton:
  Discovering Temporal Rules from Temporally Ordered Data. 25-30
  
• Yrjö Hiltunen, Mika Lappalainen:
  Automated Personalisation of Internet Users Using Self-Organising Maps. 31-34
  
• Masaaki Narita, Makoto Haraguchi, Yoshiaki Okubo:
  Data Abstractions for Numerical Attributes in Data Mining. 35-42
  
• Kashif Bhutta:
  Calculating Aggregates with Range-Encoded Bit-Sliced Index. 43-49
  
• Christos Tjortjis, John Keane:
  T3: A Classification Algorithm for Data Mining. 50-55
  
• Tomofumi Hayashi, Akio Sato, Nadia Berthouze:
  A Hierarchical Model to Support Kansei Mining Process. 56-61
  
• Majid Salim, Xin Yao:
  Evolving SQL Queries for Data Mining. 62-67
  
• Xiaoming Jin, Likun Wang, Yuchang Lu, Chunyi Shi:
  Indexing and Mining of the Local Patterns in Sequence Database. 68-73
  

Knowledge Engineering

• Thanakorn Sornkaew, Yasuo Yamashita:
  A Knowledge Discovery by Fuzzy Rule Based Hopfield Network. 74-79
  
• Jonathan Rossiter:
  Fusing Partially Inconsistent Expert and Learnt Knowledge in Uncertain Hierarchies. 80-86
  
• Emanuela Moreale, Stuart Watt:
  Organisational Information Management and Knowledge Discovery in Email within Mailing Lists. 87-92
  
• Georg Klene, Adolf Grauel, Harold J. Convey, Andrew J. Hartley:
  Design of Multi-drilling Gear Machines by Knowledge Processing and Machine Simulation. 93-98
  

Text and Document Processing

• Anna V. Zhdanova, Denis V. Shishkin:
  Classification of Email Queries by Topic: Approach Based on Hierarchically Structured Subject Domain. 99-104
  
• Jaeyoung Yang, Heekuck Oh, Kyung-Goo Doh, Joongmin Choi:
  A Knowledge-Based Information Extraction System for Semi-structured Labeled Documents. 105-110
  
• Yuhua Li, Zuhair Bandar, David McLean:
  Measuring Semantic Similarity Between Words Using Lexical Knowledge and Neural Networks. 111-116
  
• Vincenza Carchiolo, Alessandro Longheu, Michele Malgeri:
  Extraction of Hidden Semantics from Web Pages. 117-122
  
• Richard T. Freeman, Hujun Yin:
  Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual Information. 123-128
  
• Jianwen He:
  Schema Discovery of the Semi-structured and Hierarchical Data. 129-134
  
• Farhi Marir, Kamel Houam:
  RSTIndex : Indexing and Retrieving Web Document Using Computational and Linguistic Techniques. 135-140
  
• Masayuki Umehara, Koji Iwanuma, Hidetomo Nabeshima:
  A Case-Based Recognition of Semantic Structures in HTML Documents. 141-147
  
• Kelvin Yeow, R. Nigel Horspool, Michael R. Levy:
  Expeditious XML Processing. 148-153
  
• Ben Russell, Hujun Yin, Nigel M. Allinson:
  Document Clustering Using the 1 + 1 Dimensional Self-Organising Map. 154-160
  
• Sanghee Kim, Wendy Hall, Andy J. Keane:
  Natural Language Processing for Expertise Modelling in E-mail Communication. 161-166
  

Internet Applications

• Jun Han, Graham McMahon, Stephen Sugden:
  A Branch and Bound Algorithm for Minimum Cost Network Flow Problem. 167-172
  
• Nicolas Durand, Luigi Lancieri:
  Study of the Regularity of the Users' Internet Accesses. 173-178
  
• Sera Jang, Eunseok Lee:
  An Intelligent Mobile Commerce System with Dynamic Contents Builder and Mobile Products Browser. 179-185
  
• Ville Könönen:
  Focused Crawling Using Fictitious Play. 186-192
  
• Eunseok Lee, Sera Jang:
  A User Adaptive Mobile Commerce System with a Middlet Application. 193-199
  
• Bhanu Prasad:
  Weight-Vector Based Approach for Product Recommendation in E-commerce. 200-205
  
• Shi-Ming Huang, Chun-Hao Su:
  The Development of an XML-Based Data Warehouse System. 206-212
  
• Christian Koncilia, Heinz Pozewaunig:
  Identifying Data Sources for Data Warehouses. 213-218
  

Agent Technologies

• Steven J. Lynden, Omer F. Rana:
  Coordinating Learning Agents via Utility Assignment. 219-224
  
• Nicoletta Dessì:
  AGILE: An Agent-Assisted Infrastructure to Support Learning Environments. 225-230
  
• James F. Smith III:
  Multi-agent Fuzzy Logic Resource Manager. 231-236
  
• Xinfeng Ye, John A. Keane, Guoqing Zhang:
  Transactional Multiple Agents. 237-242
  
• Mohd Khairudin Kasiran, Farid Meziane:
  An Information Model for a Merchant Trust Agent in Electronic Commerce. 243-248
  
• Goran Trajkovski:
  MASIVE: A Case Study in Multiagent Systems. 249-254
  
• W. Andy Wright:
  Learning Multi-agent Strategies in Multi-stage Collaborative Games. 255-260
  
• Ling Li, Alcherio Martinoli, Yaser S. Abu-Mostafa:
  Emergent Specialization in Swarm Systems. 261-266
  
• J. Q. Feng, D. P. Buse, Q. H. Wu, J. Fitch:
  Distributed Mobile Communication Base Station Diagnosis and Monitoring Using Multi-agents. 267-272
  
• Alessandro Perrone, Gianluigi Ferraris:
  ABBA - Agent Based Beaver Application - Busy Beaver in Swarm. 273-278
  
• Johnathan M. E. Gabbai, W. Andy Wright, Nigel M. Allinson:
  Centralised and Distributed Organisational Control. 279-284
  

Special Session on Autonomous Mining

• Lei Xu:
  Mining Dependence Structures from Statistical Learning Perspective. 285-306
  
• Yiu-ming Cheung:
  k-Means - A Generalized k-Means Clustering Algorithm with Unknown Cluster Number. 307-317
  
• Xiaolong Jin, Jiming Liu:
  Multiagent SAT (MASSAT): Autonomous Pattern Search in Constrained Domains. 318-328
  
• Ning Zhong, Takahisa Matsunaga, Chunnian Liu:
  A Text Mining Agents Based Architecture for Personal E-mail Filtering and Management. 329-336
  
• Ning Zhong, Yasuaki Matsui, Tomohiro Okuno, Chunnian Liu:
  Framework of a Multi-agent KDD System. 337-346
  

Financial Engineering

• M. A. H. Dempster, Y. S. Romahi:
  Intraday FX Trading: An Evolutionary Reinforcement Learning Approach. 347-358
  
• Jinwoo Baek, Sungzoon Cho:
  An Up-Trend Detection Using an Auto-Associative Neural Network: KOSPI 200 Futures. 359-365
  
• Kai Chun Chiu, Lei Xu:
  Stock Price and Index Forecasting by Arbitrage Pricing Theory-Based Gaussian TFA Learning. 366-371
  
• Zhiyong Liu, Lei Xu:
  A Comparative Study on Three MAP Factor Estimate Approaches for NFA. 372-377
  
• Min-Jung Kim, Taek-Soo Kim:
  A Neural Classifier with Fraud Density Map for Effective Credit Card Fraud Detection. 378-383
  
• Alicia Troncoso Lora, Jesús Riquelme Santos, José Cristóbal Riquelme Santos, Antonio Gómez Expósito, José Luís Martínez Ramos:
  A Comparison of Two Techniques for Next-Day Electricity Price Forecasting. 384-390
  
• Haiqin Yang, Laiwan Chan, Irwin King:
  Support Vector Machine Regression for Volatile Stock Market Prediction. 391-396
  
• Ying Han, Colin Fyfe:
  Complexity Pursuit for Financial Prediction. 397-402
  
• Man-chung Chan, Chi-Cheong Wong, W. F. Tse, Bernard K.-S. Cheung, Gordon Y.-N. Tang:
  Artificial Intelligence in Portfolio Management. 403-409
  
• Malik Magdon-Ismail, Hung-Ching Chen, Yaser S. Abu-Mostafa:
  The Multilevel Classification Problem and a Monotonicity Hint. 410-415
  
• Paul E. Lynch, Nigel M. Allinson:
  Adaptive Filtering for GARCH Models. 416-422
  

Bio-Informatics

• Juhani Pulkkinen, Mika Lappalainen, Anna-Maija Häkkinen, Nina Lundbom, Risto A. Kauppinen, Yrjö Hiltunen:
  Application of Self-Organising Maps in Automated Chemical Shift Correction of In Vivo H MR Spectra. 423-428
  
• Irena Spasic, Goran Nenadic, Kostas Manios, Sophia Ananiadou:
  Supervised Learning of Term Similarities. 429-434
  
• Victoria López-Alonso, Lucia Moreno, Guillermo López-Campos, Victor Maojo, Fernando Martín-Sánchez:
  BIKMAS: A Knowledge Engineering System for Bioinformatics. 435-440
  
• Christophe Ladroue, Anne Rosemary Tate, F. A. Howe, John R. Griffiths:
  Unsupervised Feature Extraction of in vivo Magnetic Resonance Spectra of Brain Tumours Using Independent Component Analysis. 441-446
  
• Kaustubh Supekar, Anup Marwadi, Yugyung Lee, D. Medhi:
  Fuzzy Rule-Based Framework for Medical Record Validation. 447-453
  

Learning Systems

• Grace J. Hwang, Chun-Chan Tung:
  Classification Learning by Decomposition of Numerical Datasets. 454-460
  
• Yongguang Bao, Xiaoyong Du, Naohiro Ishii:
  Combining Feature Selection with Feature Weighting for k-NN Classifier. 461-468
  
• Hyunjung Shin, Sungzoon Cho:
  Pattern Selection for Support Vector Classifiers. 469-474
  
• Yuan-chin Ivan Chang, Haoran Hsu, Lin-Yi Chou:
  Graphical Features Selection Method. 475-480
  
• Keeley A. Crockett, Zuhair Bandar, James O'Shea:
  Fuzzy-Neural Inference in Decision Trees. 481-486
  
• Dongsuk Yook:
  Decision Tree Based Clustering. 487-492
  
• Vitaly G. Levashenko, Elena N. Zaitseva:
  Usage of New Information Estimations for Induction of Fuzzy Decision Trees. 493-499
  
• Bin Li, Zhenquan Zhuang:
  Genetic Algorithm Based-On the Quantum Probability Representation. 500-505
  
• Grace J. Hwang, Fumin Li:
  A Dynamic Method for Discretization of Continuous Attributes. 506-511
  
• Colin Fyfe, Emilio Corchado:
  A New Neural Implementation of Exploratory Projection Pursuit. 512-517
  
• Ata Kabán, Peter Tiño, Mark Girolami:
  A General Framework for a Principled Hierarchical Visualization of Multivariate Data. 518-523
  
• Sameer Singh, Adnan Amin, K. C. Sum:
  Chinese Character Recognition - Comparison of Classification Methodologies. 524-530
  
• Kazunori Iwata, Naohiro Ishii:
  Lempel-Ziv Coding in Reinforcement Learning. 531-537
  

Pattern Recognition

• Jong Bae Kim, Chae-Hyun Moon, Hang Joon Kim:
  Efficient Face Extraction Using Skin-Color Model and a Neural Network. 538-543
  
• Shan Ding, Naohiro Ishii:
  Feature Weights Determining of Pattern Classification by Using a Rough Genetic Algorithm with Fuzzy Similarity Measure. 544-550
  
• Zümray Dokur, Tamer Ölmez:
  Recursive Form of the Discrete Fourier Transform for Two-Dimensional Signals. 551-556
  
• Soonkyu Lee, Dongsuk Yook:
  Viseme Recognition Experiment Using Context Dependent Hidden Markov Models. 557-561
  
• Hidetoshi Miyao:
  Stave Extraction for Printed Music Scores. 562-568
  
• Huidong Jin, Kwong-Sak Leung, Man Leung Wong:
  Scaling-Up Model-Based Clustering Algorithm by Working on Clustering Features. 569-575
  
• Yang Liu, Huanqiang Zhang, Zhimei Wu:
  A New Approach to Hierarchically Retrieve MPEG Video. 576-581
  
• Paul Parkins, John A. Keane:
  Alpha-Beta Search Revisited. 582-587
  
• Wenjia Wang:
  Quantifying Relevance of Input Features. 588-594