Discovery science : first international conference, DS’98, Fukuoka, Japan, December 14-16, 1998, proceedings

Discovey Science: First International Conference, DS’98 Fukuoka, Japan, December 14–16, 1998 Proceedings
Author: Setsuo Arikawa, Hiroshi Motoda
Published by Springer Berlin Heidelberg
ISBN: 978-3-540-65390-5
DOI: 10.1007/3-540-49292-5

Table of Contents:

• Philosophical Aspects of Scientific Discovery: A Historical Survey
• Learning, Mining, or Modeling? A Case Study from Paleoecology
• The Computer-Aided Discovery of Scientific Knowledge
• On Classification and Regression
• Knowledge Discovery in Biological and Chemical Domains
• Random Case Analysis of Inductive Learning Algorithms
• On Variants of Iterative Learning
• Uniform Characterizations of Polynomial-Query Learnabilities
• Inferring a Rewriting System from Examples
• Toward Genomic Hypothesis Creator: View Designer for Discovery
• Visualization of Community Knowledge Interaction Using Associative Representation
• Discovering Characteristic Patterns from Collections of Classical Japanese Poems
• Approximate Retrieval of High-Dimensional Data by Spatial Indexing
• Practical Algorithms for On-Line Sampling
• Discovering Conceptual Differences among People from Cases
• Discovery of Unknown Causes from Unexpected Co-occurrence of Inferred Known Causes
• Refining Search Expression by Discovering Hidden User’s Interests
• The Discovery of Rules from Brain Images
• Instance Guided Rule Induction
• Learning with Globally Predictive Tests

"Papers presented at the First International Conference on Discovery Science (DS'98) held at the Hotel Uminonakamichi, Fukuoka, Japan, during December 14-16, 1998"--Pref
Includes bibliographical references and index