Discovery Science: 20th International Conference, DS 2017, Kyoto, Japan, October 15–17, 2017, Proceedings (Lecture Notes in Artificial Intelligence, Band 10558) - Softcover

 
9783319677859: Discovery Science: 20th International Conference, DS 2017, Kyoto, Japan, October 15–17, 2017, Proceedings (Lecture Notes in Artificial Intelligence, Band 10558)
Softcover
ISBN 10: 3319677853 ISBN 13: 9783319677859
Verlag: Springer, 2017

Inhaltsangabe

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.

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Verlag
Springer
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
3319677853
ISBN 13 
9783319677859
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
376
Herausgeber
Yamamoto Akihiro, Kida Takuya, Uno Takeaki, Kuboyama Tetsuji
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