ENGLISH

Progress in Discovery Science: Final Report of the Japanese Dicsovery Science Project

By Ayumi Shinohara (eds.) , Setsuo Arikawa , Koichi Takahashi , Masami Hagiya (auth.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2002
ISBN
3540433384, 9783540433385
DOI
10.1007/3-540-45884-0
ISSN
0302-9743
Open Library ID
OL9057666M
Language
english
Format
PDF
Filesize
9 MB (9788415 bytes)
Series
Lecture Notes in Computer Science 2281 : Lecture Notes in Artificial Intelligence
Edition
1
Pages
684\696
Library
Kolxo3
Time added
2009-12-04 00:34:26
Artificial Intelligence (incl. Robotics); Database

Description

This book documents the scientific outcome and constitutes the final report of the Japanese reseach project on discovery science. During three years more than 60 scientists participated in the project and developed a wealth of new methods for knowledge discovery and data mining. The 52 revised full papers presented were carefully reviewed and span the whole range of knowledge discovery from logical foundations and inductive reasoning to statistical inference and computational learning. A broad variety of advanced applications are presented including knowledge discovery and data mining in very large databases, knowledge discovery in network environments, text mining, information extraction, rule mining, Web mining, image processing, and pattern recognition.

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