Discovery Science : Third International Conference, DS 2000 Kyoto, Japan, December 4-6, 2000 Proceedings / edited by Setsuo Arikawa, Shinichi Morishita.

Format:

Book

Contributor:

Arikawa, S. (Setsuo), 1941- editor.

Morishita, Shinichi, 1960- editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 1967.

Lecture Notes in Artificial Intelligence ; 1967

Language:

English

Subjects (All):

Computers.

Philosophy and science.

Artificial intelligence.

Information storage and retrieval.

Database management.

Information technology.

Business--Data processing.

Business.

Theory of Computation.

Philosophy of Science.

Artificial Intelligence.

Information Storage and Retrieval.

Database Management.

IT in Business.

Local Subjects:

Theory of Computation.

Philosophy of Science.

Artificial Intelligence.

Information Storage and Retrieval.

Database Management.

IT in Business.

Physical Description:

1 online resource (XII, 340 pages).

Edition:

First edition 2000.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2000.

System Details:

text file PDF

Summary:

This volume contains 3 invited papers, 15 regular papers, and 22 poster papers that were selected for presentation at the Third International Conference on Discovery Science (DS 2000), which was held 4-6 December 2000 in Kyoto. The Program Committee selected the contributed papers from 48 submissions. Three distinguished researchers accepted our invitation to present talks: J- frey D. Ullman (Stanford University), Joseph Y. Halpern (Cornell University), and Masami Hagiya (University of Tokyo). The Program Committee would like to thank all those who submitted papers for consideration and the invited speakers. I would like to thank the Program Committee members, the Local Arrangements Committee members, and the Steering Committee members for their splendid and hard work. Finally, special thanks go to the PC Assistant Shoko Suzuki for her assistance in the development of web pages and the preparation of these proceedings. September 2000 Shinichi Morishita Organization Discovery Science 2000 is organized as part of the activities of the Discovery Science Project sponsored by Grant-in-Aid for Scienti?c Research in the Priority Area from the Ministry of Education, Science, Sports and Culture (MESSC) of Japan, in cooperation with the Japanese Society for Arti?cial Intelligence, and with SIG of Data Mining, Japan Society for Software Science and Technology.

Contents:

Invited Papers

A Survey of Association-Rule Mining

Degrees of belief, random worlds, and maximum entropy

Discovery and Deduction

Regular Papers

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

Poster Papers

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

The Role of Choice in Discovery

Search for New Methods for Assignment of Complex Molecular Spectra

Computational Analysis for Discovery on the Plasma Waves Observed by Scientific Satellites

Direction Finding of the Waves in Plasma Using Energy Function

Coping The Challenge of Mutagenes Discovery with GUHA+/- for Windows

Discovering Interpretable Rules that Explain Customers' Brand Choice Behavior

Mining for 4ft Association Rules

Rule Discovery Technique Using Genetic Programming Combined with Apriori Algorithm

Discovery of M-of-N Concepts for Classification

Issues in Organizing a Successful Knowledge Discovery Contest

Knowledge Integration of Rule Mining and Schema Discovering

Discovery of Correlation from Multi-stream of Human Motion

An Appropriate Abstraction for Constructing a Compact Decision Tree

Extracting Positive and Negative Keywords for Web Communities

Nonequilibrium Thermodynamics from Time Series Data Analysis

Automatic Determination Algorithm for the Optimum Number of States in NL-HMnet

Comparative Study of Automatic Acquisition Methods of Image Processing Procedures.

Extraction of Authors' Characteristics from Japanese Modern Sentences via N-gram Distribution

Combination Retrieval for Creating Knowledge from Sparse Document Collection

Discovery of Nominally Conditioned Polynomials using Neural Networks, Vector Quantizers and Decision Trees.

Other Format:

Printed edition:

ISBN:

978-3-540-44418-3

9783540444183

Access Restriction:

Restricted for use by site license.