Advances in knowledge discovery and data mining : 5th Pacific-Asia Conference, PAKDD 2001, Hong Kong, China, April 16-18, 2001 : proceedings

Advances in Knowledge Discovery and Data Mining: 5th Pacific-Asia Conference, PAKDD 2001 Hong Kong, China, April 16–18, 2001 Proceedings
Author: David Cheung, Graham J. Williams, Qing Li
Published by Springer Berlin Heidelberg
ISBN: 978-3-540-41910-5
DOI: 10.1007/3-540-45357-1

Table of Contents:

• Incompleteness in Data Mining
• Mining E-Commerce Data: The Good, the Bad, and the Ugly
• Seamless Integration of Data Mining with DBMS and Applications
• Applying Pattern Mining to Web Information Extraction
• Empirical Study of Recommender Systems Using Linear Classifiers
• iJADE eMiner - A Web-Based Mining Agent Based on Intelligent Java Agent Development Environment (iJADE) on Internet Shopping
• A Characterized Rating Recommend System
• Discovery of Frequent Tree Structured Patterns in Semistructured Web Documents
• Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification
• Predictive Self-Organizing Networks for Text Categorization
• Meta-learning Models for Automatic Textual Document Categorization
• Efficient Algorithms for Concept Space Construction
• Topic Detection, Tracking, and Trend Analysis Using Self-Organizing Neural Networks
• Automatic Hypertext Construction through a Text Mining Approach by Self-Organizing Maps
• Semantic Expectation-Based Causation Knowledge Extraction: A Study on Hong Kong Stock Movement Analysis
• A Toolbox Approach to Flexible and Efficient Data Mining
• Determining Progression in Glaucoma Using Visual Fields
• Seabreeze Prediction Using Bayesian Networks
• Semi-supervised Learning in Medical Image Database
• On Application of Rough Data Mining Methods to Automatic Construction of Student Models

Includes bibliographical references and index