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Discovery science = 20th International Conference, DS 2017, Kyoto, Japan, October 15-17, 2017 : proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Discovery science/ edited by Akihiro Yamamoto ... [et al.].
其他題名:	20th International Conference, DS 2017, Kyoto, Japan, October 15-17, 2017 : proceedings /
其他題名:	DS 2017
其他作者:	Yamamoto, Akihiro.
團體作者:	Workshop on the Preservation of Stability under Discretization
出版者:	Cham :Springer International Publishing : : 2017.,
面頁冊數:	xv, 357 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Science - Philosophy -
電子資源:	http://dx.doi.org/10.1007/978-3-319-67786-6
ISBN:	9783319677866

Discovery science = 20th International Conference, DS 2017, Kyoto, Japan, October 15-17, 2017 : proceedings /
Discovery science20th International Conference, DS 2017, Kyoto, Japan, October 15-17, 2017 : proceedings /[electronic resource] :DS 2017edited by Akihiro Yamamoto ... [et al.]. - Cham :Springer International Publishing :2017. - xv, 357 p. :ill., digital ;24 cm. - Lecture notes in computer science,105580302-9743 ;. - Lecture notes in computer science ;6140..

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.

ISBN: 9783319677866

Standard No.: 10.1007/978-3-319-67786-6doiSubjects--Topical Terms:

576286
Science
--Philosophy

LC Class. No.: Q174 / .I5625 2017

Dewey Class. No.: 501

Discovery science = 20th International Conference, DS 2017, Kyoto, Japan, October 15-17, 2017 : proceedings /
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