Discovery science : third international conference, DS 2000, Kyoto, Japan, December 4-6, 2000, proceedings

Discovery Science: Third International Conference, DS 2000 Kyoto, Japan, December 4–6, 2000 Proceedings
Author: Setsuo Arikawa, Shinichi Morishita
Published by Springer Berlin Heidelberg
ISBN: 978-3-540-41352-3
DOI: 10.1007/3-540-44418-1

Table of Contents:

• A Survey of Association-Rule Mining
• Degrees of belief, random worlds, and maximum entropy
• Discovery and Deduction
• Integrating Information Visualization and Retrieval for Discovering Internet Sources
• A Unifying Approach to HTML Wrapper Representation and Learning
• Discovery of Web Communities Based on the Co-occurrence of References
• Clustering and Visualization of Large Protein Sequence Databases by Means of an Extension of the Self-Organizing Map
• A Simple Greedy Algorithm for Finding Functional Relations: Efficient Implementation and Average Case Analysis
• Graph-Based Induction for General Graph Structured Data and Its Application to Chemical Compound Data
• Discovering Characteristic Expressions from Literary Works: a New Text Analysis Method beyond N-Gram Statistics and KWIC
• Classifying Scenarios using Belief Decision Trees
• A Practical Algorithm to Find the Best Subsequence Patterns
• On-line Estimation of Hidden Markov Model Parameters
• Computationally Efficient Heuristics for If-Then Rule Extraction from Feed-Forward Neural Networks
• Language Learning with a Neighbor System
• Application of Multivariate Maxwellian Mixture Model to Plasma Velocity Distribution Function
• Knowledge Discovery from fMRI Brain Images by Logical Regression Analysis
• Human Discovery Processes Based on Searching Experiments in Virtual Psychological Research Environment
• Prediction of Binding Affinities for Protein-Ligand Complexes with Neural Network Models
• Automatic and Accurate Determination of the Onset Time of the Quasi-periodic Oscillation

Includes bibliographical references and index