Discovery Science

Third International Conference, DS 2000 Kyoto, Japan, December 4-6, 2000 Proceedings

By: Setsuo Arikawa (Editor), Shinichi Morishita (Editor)

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Paperback | 15 November 2000

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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.

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Non-Fiction Science Science in General Impact of Science & Technology on Society History of Science Philosophy of Science Medicine Medicine in General Computing & I.T.Computer Science Artificial Intelligence Business & Management

Business Mathematics & Systems Databases Business Applications

Invited Papers
A Survey of Association-Rule Mining	p. 1
Degrees of Belief, Random Worlds, and Maximum Entropy	p. 15
Discovery and Deduction	p. 17
Regular Papers
Integrating Information Visualization and Retrieval for Discovering Internet Sources	p. 38
A Unifying Approach to HTML Wrapper Representation and Learning	p. 50
Discovery of Web Communities Based on the Co-occurrence of References	p. 65
Clustering and Visualization of Large Protein Sequence Databases by Means of an Extension of the Self-Organizing Map	p. 76
A Simple Greedy Algorithm for Finding Functional Relations: Efficient Implementation and Average Case Analysis	p. 86
Graph-Based Induction for General Graph Structured Data and Its Application to Chemical Compound Data	p. 99
Discovering Characteristic Expressions from Literary Works: A New Text Analysis Method beyond N-Gram Statistics and KWIC	p. 112
Classifying Scenarios Using Belief Decision Trees	p. 127
A Practical Algorithm to Find the Best Subsequence Patterns	p. 141
On-Line Estimation of Hidden Markov Model Parameters	p. 155
Computationally Efficient Heuristics for If-Then Rule Extraction from Freed-Forward Neural Networks	p. 170
Language Learning with a Neighbor System	p. 183
Application of Multivariate Maxwellian Mixture Model to Plasma Velocity Distribution Function	p. 197
Knowledge Discovery from fMRI Brain Images by Logical Regression Analysis	p. 212
Human Discovery Processes Based on Searching Experiments in Virtual Psychological Research Environment	p. 225
Poster Papers
Prediction of Binding Affinities for Protein-ligand Complexes with Neural Network Models	p. 240
Automatic and Accurate Determination of the Onset Time of the Quasi-periodic Oscillation	p. 242
TheRoleofChoiceinDiscovery	p. 247
Search for New Methods for Assignment of Complex Molecular Spectra	p. 252
Computational Analysis for Discovery on the Plasma Waves Observed by Scientific Satellites	p. 255
Direction Finding of the Waves in Plasma Using Energy Function	p. 258
Coping the Challenge of Mutagenes Discovery with Gil I.A for Windows	p. 261
Discovering Interpretable Rules that Explain Customers' Brand Choice Behavior	p. 263
Mining for 4ft Association Rules	p. 268
Rule Discovery Technique Using Genetic Programming Combined with Apriori Algorithm	p. 273
Discovery of M-of-N Concepts for Classification	p. 278
Issues in Organizing a Successful Knowledge Discovery Contest	p. 282
Knowledge Integration of Rule Mining and Schema Discovering	p. 285
Discovery of Correlation from Multi-stream of Human Motion	p. 290
An Appropriate Abstraction for Constructing a Compact Decision Tree	p. 295
Extraction Positive and Negative Keywords for Web Communities	p. 299
Nonequilibrium Thermodynamics from Time Series Data Analysis	p. 304
Automatic Determination Algorithm for the Optimum Number of States in NL-HMnet	p. 306
Comparative Study of Automatic Acquisition Methods of Image Processing Procedures	p. 311
Extraction of Authors' Characteristics from Japanese Modern Sentences via N-gram Distribution	p. 315
Combination Retrieval for Creating Knowledge from Sparse Document Collection	p. 320
Discovery of Nominally Conditioned Polynomials Using Neural Networks, Vector Quantizers and Decision Trees	p. 325
Author Index	p. 331
Table of Contents provided by Publisher. All Rights Reserved.

Discovery Science

Third International Conference, DS 2000 Kyoto, Japan, December 4-6, 2000 Proceedings

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