3. IDEAL 2002:
Manchester,
UK
Hujun Yin, Nigel M. Allinson, Richard T. Freeman, John A. Keane, Simon J. Hubbard (Eds.):
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 BibTeX
@proceedings{DBLP:conf/ideal/2002,
editor = {Hujun Yin and
Nigel M. Allinson and
Richard T. Freeman and
John A. Keane and
Simon J. Hubbard},
title = {Intelligent Data Engineering and Automated Learning - IDEAL 2002,
Third International Conference, Manchester, UK, August 12-14,
Proceedings},
booktitle = {IDEAL},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {2412},
year = {2002},
isbn = {3-540-44025-9},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
Data Mining
- Matthieu Capelle, Cyrille Masson, Jean-François Boulicaut:
Mining Frequent Sequential Patterns under a Similarity Constraint.
1-6
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- Max Bramer:
Pre-pruning Classification Trees to Reduce Overfitting in Noisy Domains.
7-12
Electronic Edition (Springer LINK) BibTeX
- James F. Smith III:
Data Mining for Fuzzy Decision Tree Structure with a Genetic Program.
13-18
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- James F. Smith III:
Co-evolutionary Data Mining to Discover Rules for Fuzzy Resource Management.
19-24
Electronic Edition (Springer LINK) BibTeX
- Kamran Karimi, Howard J. Hamilton:
Discovering Temporal Rules from Temporally Ordered Data.
25-30
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- Yrjö Hiltunen, Mika Lappalainen:
Automated Personalisation of Internet Users Using Self-Organising Maps.
31-34
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- Masaaki Narita, Makoto Haraguchi, Yoshiaki Okubo:
Data Abstractions for Numerical Attributes in Data Mining.
35-42
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- Kashif Bhutta:
Calculating Aggregates with Range-Encoded Bit-Sliced Index.
43-49
Electronic Edition (Springer LINK) BibTeX
- Christos Tjortjis, John Keane:
T3: A Classification Algorithm for Data Mining.
50-55
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- Tomofumi Hayashi, Akio Sato, Nadia Berthouze:
A Hierarchical Model to Support Kansei Mining Process.
56-61
Electronic Edition (Springer LINK) BibTeX
- Majid Salim, Xin Yao:
Evolving SQL Queries for Data Mining.
62-67
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- Xiaoming Jin, Likun Wang, Yuchang Lu, Chunyi Shi:
Indexing and Mining of the Local Patterns in Sequence Database.
68-73
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Knowledge Engineering
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
Electronic Edition (Springer LINK) BibTeX
- Jaeyoung Yang, Heekuck Oh, Kyung-Goo Doh, Joongmin Choi:
A Knowledge-Based Information Extraction System for Semi-structured Labeled Documents.
105-110
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- Yuhua Li, Zuhair Bandar, David McLean:
Measuring Semantic Similarity Between Words Using Lexical Knowledge and Neural Networks.
111-116
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- Vincenza Carchiolo, Alessandro Longheu, Michele Malgeri:
Extraction of Hidden Semantics from Web Pages.
117-122
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- Richard T. Freeman, Hujun Yin:
Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual Information.
123-128
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- Jianwen He:
Schema Discovery of the Semi-structured and Hierarchical Data.
129-134
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- Farhi Marir, Kamel Houam:
RSTIndex : Indexing and Retrieving Web Document Using Computational and Linguistic Techniques.
135-140
Electronic Edition (Springer LINK) BibTeX
- Masayuki Umehara, Koji Iwanuma, Hidetomo Nabeshima:
A Case-Based Recognition of Semantic Structures in HTML Documents.
141-147
Electronic Edition (Springer LINK) BibTeX
- Kelvin Yeow, R. Nigel Horspool, Michael R. Levy:
Expeditious XML Processing.
148-153
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- Ben Russell, Hujun Yin, Nigel M. Allinson:
Document Clustering Using the 1 + 1 Dimensional Self-Organising Map.
154-160
Electronic Edition (Springer LINK) BibTeX
- Sanghee Kim, Wendy Hall, Andy J. Keane:
Natural Language Processing for Expertise Modelling in E-mail Communication.
161-166
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Internet Applications
Agent Technologies
- Steven J. Lynden, Omer F. Rana:
Coordinating Learning Agents via Utility Assignment.
219-224
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- Nicoletta Dessì:
AGILE: An Agent-Assisted Infrastructure to Support Learning Environments.
225-230
Electronic Edition (Springer LINK) BibTeX
- James F. Smith III:
Multi-agent Fuzzy Logic Resource Manager.
231-236
Electronic Edition (Springer LINK) BibTeX
- Xinfeng Ye, John A. Keane, Guoqing Zhang:
Transactional Multiple Agents.
237-242
Electronic Edition (Springer LINK) BibTeX
- Mohd Khairudin Kasiran, Farid Meziane:
An Information Model for a Merchant Trust Agent in Electronic Commerce.
243-248
Electronic Edition (Springer LINK) BibTeX
- Goran Trajkovski:
MASIVE: A Case Study in Multiagent Systems.
249-254
Electronic Edition (Springer LINK) BibTeX
- W. Andy Wright:
Learning Multi-agent Strategies in Multi-stage Collaborative Games.
255-260
Electronic Edition (Springer LINK) BibTeX
- Ling Li, Alcherio Martinoli, Yaser S. Abu-Mostafa:
Emergent Specialization in Swarm Systems.
261-266
Electronic Edition (Springer LINK) BibTeX
- J. Q. Feng, D. P. Buse, Q. H. Wu, J. Fitch:
Distributed Mobile Communication Base Station Diagnosis and Monitoring Using Multi-agents.
267-272
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- Alessandro Perrone, Gianluigi Ferraris:
ABBA - Agent Based Beaver Application - Busy Beaver in Swarm.
273-278
Electronic Edition (Springer LINK) BibTeX
- Johnathan M. E. Gabbai, W. Andy Wright, Nigel M. Allinson:
Centralised and Distributed Organisational Control.
279-284
Electronic Edition (Springer LINK) BibTeX
Special Session on Autonomous Mining
Financial Engineering
- M. A. H. Dempster, Y. S. Romahi:
Intraday FX Trading: An Evolutionary Reinforcement Learning Approach.
347-358
Electronic Edition (Springer LINK) BibTeX
- Jinwoo Baek, Sungzoon Cho:
An Up-Trend Detection Using an Auto-Associative Neural Network: KOSPI 200 Futures.
359-365
Electronic Edition (Springer LINK) BibTeX
- Kai Chun Chiu, Lei Xu:
Stock Price and Index Forecasting by Arbitrage Pricing Theory-Based Gaussian TFA Learning.
366-371
Electronic Edition (Springer LINK) BibTeX
- Zhiyong Liu, Lei Xu:
A Comparative Study on Three MAP Factor Estimate Approaches for NFA.
372-377
Electronic Edition (Springer LINK) BibTeX
- Min-Jung Kim, Taek-Soo Kim:
A Neural Classifier with Fraud Density Map for Effective Credit Card Fraud Detection.
378-383
Electronic Edition (Springer LINK) BibTeX
- 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
Electronic Edition (Springer LINK) BibTeX
- Haiqin Yang, Laiwan Chan, Irwin King:
Support Vector Machine Regression for Volatile Stock Market Prediction.
391-396
Electronic Edition (Springer LINK) BibTeX
- Ying Han, Colin Fyfe:
Complexity Pursuit for Financial Prediction.
397-402
Electronic Edition (Springer LINK) BibTeX
- Man-chung Chan, Chi-Cheong Wong, W. F. Tse, Bernard K.-S. Cheung, Gordon Y.-N. Tang:
Artificial Intelligence in Portfolio Management.
403-409
Electronic Edition (Springer LINK) BibTeX
- Malik Magdon-Ismail, Hung-Ching Chen, Yaser S. Abu-Mostafa:
The Multilevel Classification Problem and a Monotonicity Hint.
410-415
Electronic Edition (Springer LINK) BibTeX
- Paul E. Lynch, Nigel M. Allinson:
Adaptive Filtering for GARCH Models.
416-422
Electronic Edition (Springer LINK) BibTeX
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
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- Irena Spasic, Goran Nenadic, Kostas Manios, Sophia Ananiadou:
Supervised Learning of Term Similarities.
429-434
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- Victoria López-Alonso, Lucia Moreno, Guillermo López-Campos, Victor Maojo, Fernando Martín-Sánchez:
BIKMAS: A Knowledge Engineering System for Bioinformatics.
435-440
Electronic Edition (Springer LINK) BibTeX
- 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
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- Kaustubh Supekar, Anup Marwadi, Yugyung Lee, D. Medhi:
Fuzzy Rule-Based Framework for Medical Record Validation.
447-453
Electronic Edition (Springer LINK) BibTeX
Learning Systems
- Grace J. Hwang, Chun-Chan Tung:
Classification Learning by Decomposition of Numerical Datasets.
454-460
Electronic Edition (Springer LINK) BibTeX
- Yongguang Bao, Xiaoyong Du, Naohiro Ishii:
Combining Feature Selection with Feature Weighting for k-NN Classifier.
461-468
Electronic Edition (Springer LINK) BibTeX
- Hyunjung Shin, Sungzoon Cho:
Pattern Selection for Support Vector Classifiers.
469-474
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- Yuan-chin Ivan Chang, Haoran Hsu, Lin-Yi Chou:
Graphical Features Selection Method.
475-480
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- Keeley A. Crockett, Zuhair Bandar, James O'Shea:
Fuzzy-Neural Inference in Decision Trees.
481-486
Electronic Edition (Springer LINK) BibTeX
- Dongsuk Yook:
Decision Tree Based Clustering.
487-492
Electronic Edition (Springer LINK) BibTeX
- Vitaly G. Levashenko, Elena N. Zaitseva:
Usage of New Information Estimations for Induction of Fuzzy Decision Trees.
493-499
Electronic Edition (Springer LINK) BibTeX
- Bin Li, Zhenquan Zhuang:
Genetic Algorithm Based-On the Quantum Probability Representation.
500-505
Electronic Edition (Springer LINK) BibTeX
- Grace J. Hwang, Fumin Li:
A Dynamic Method for Discretization of Continuous Attributes.
506-511
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- Colin Fyfe, Emilio Corchado:
A New Neural Implementation of Exploratory Projection Pursuit.
512-517
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- Ata Kabán, Peter Tiño, Mark Girolami:
A General Framework for a Principled Hierarchical Visualization of Multivariate Data.
518-523
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- Sameer Singh, Adnan Amin, K. C. Sum:
Chinese Character Recognition - Comparison of Classification Methodologies.
524-530
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- Kazunori Iwata, Naohiro Ishii:
Lempel-Ziv Coding in Reinforcement Learning.
531-537
Electronic Edition (Springer LINK) BibTeX
Pattern Recognition
- Jong Bae Kim, Chae-Hyun Moon, Hang Joon Kim:
Efficient Face Extraction Using Skin-Color Model and a Neural Network.
538-543
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- Shan Ding, Naohiro Ishii:
Feature Weights Determining of Pattern Classification by Using a Rough Genetic Algorithm with Fuzzy Similarity Measure.
544-550
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- Zümray Dokur, Tamer Ölmez:
Recursive Form of the Discrete Fourier Transform for Two-Dimensional Signals.
551-556
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- Soonkyu Lee, Dongsuk Yook:
Viseme Recognition Experiment Using Context Dependent Hidden Markov Models.
557-561
Electronic Edition (Springer LINK) BibTeX
- Hidetoshi Miyao:
Stave Extraction for Printed Music Scores.
562-568
Electronic Edition (Springer LINK) BibTeX
- Huidong Jin, Kwong-Sak Leung, Man Leung Wong:
Scaling-Up Model-Based Clustering Algorithm by Working on Clustering Features.
569-575
Electronic Edition (Springer LINK) BibTeX
- Yang Liu, Huanqiang Zhang, Zhimei Wu:
A New Approach to Hierarchically Retrieve MPEG Video.
576-581
Electronic Edition (Springer LINK) BibTeX
- Paul Parkins, John A. Keane:
Alpha-Beta Search Revisited.
582-587
Electronic Edition (Springer LINK) BibTeX
- Wenjia Wang:
Quantifying Relevance of Input Features.
588-594
Electronic Edition (Springer LINK) BibTeX
Copyright © Sat May 16 23:22:09 2009
by Michael Ley (ley@uni-trier.de)