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Discovery Science : Third International Conference, DS 2000 Kyoto, Japan, December 4-6, 2000 Proceedings - Setsuo Arikawa

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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Published: 15th 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.

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

ISBN: 9783540413523
ISBN-10: 3540413529
Series: Lecture Notes in Computer Science
Audience: General
Format: Paperback
Language: English
Number Of Pages: 340
Published: 15th November 2000
Publisher: SPRINGER VERLAG GMBH
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 1.85
Weight (kg): 0.49