Discovery science : 20th International Conference, DS 2017, Kyoto, Japan, October 15-17, 2017, Proceedings / Akihiro Yamamoto, Takuya Kida, Takeaki Uno, Tetsuji Kuboyama (eds.).
2017
Q174 .I5625 2017eb
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Title
Discovery science : 20th International Conference, DS 2017, Kyoto, Japan, October 15-17, 2017, Proceedings / Akihiro Yamamoto, Takuya Kida, Takeaki Uno, Tetsuji Kuboyama (eds.).
ISBN
9783319677866 (electronic book)
3319677861 (electronic book)
9783319677859
3319677861 (electronic book)
9783319677859
Published
Cham, Switzerland : Springer, 2017.
Language
English
Description
1 online resource (xv, 357 pages) : illustrations.
Item Number
10.1007/978-3-319-67786-6 doi
Call Number
Q174 .I5625 2017eb
Dewey Decimal Classification
501
Summary
This book constitutes the proceedings of the 20th International Conference on Discovery Science, DS 2017, held in Kyoto, Japan, in October 2017, co-located with the International Conference on Algorithmic Learning Theory, ALT 2017. The 18 revised full papers presented together with 6 short papers and 2 invited talks in this volume were carefully reviewed and selected from 42 submissions. The scope of the conference includes the development and analysis of methods for discovering scientific knowledge, coming from machine learning, data mining, intelligent data analysis, big data analysis as well as their application in various scientific domains. The papers are organized in topical sections on machine learning: online learning, regression, label classification, deep learning, feature selection, recommendation system; and knowledge discovery: recommendation system, community detection, pattern mining, misc.
Note
International conference proceedings.
Includes author index.
Includes author index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed September 22, 2017).
Added Author
Yamamoto, Akihiro, 1960- editor.
Kida, Takuya, editor.
Uno, Takeaki, editor.
Kuboyama, Tetsuji, editor.
Kida, Takuya, editor.
Uno, Takeaki, editor.
Kuboyama, Tetsuji, editor.
Series
Lecture notes in computer science ; 10558.
Lecture notes in computer science. Lecture notes in artificial intelligence.
LNCS sublibrary. SL 7, Artificial intelligence.
Lecture notes in computer science. Lecture notes in artificial intelligence.
LNCS sublibrary. SL 7, Artificial intelligence.
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