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3rd IDEAL 2002: Manchester, UK
- Hujun Yin, Nigel M. Allinson
, Richard T. Freeman, John A. Keane, Simon J. Hubbard:
Intelligent Data Engineering and Automated Learning - IDEAL 2002, Third International Conference, Manchester, UK, August 12-14, Proceedings. Lecture Notes in Computer Science 2412, Springer 2002, ISBN 3-540-44025-9
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
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 A. 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
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
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
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
Emergent Specialization in Swarm Systems. 261-266 - J. Q. Feng, David 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, Yazann 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 Manuel 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
BIKMAS: A Knowledge Engineering System for Bioinformatics. 435-440 - Christophe Ladroue, Anne Rosemary Tate, Franklyn 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, Deep 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 A. 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
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
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
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