Discovery science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, Proceedings / Petra Kralj Novak, Tomislav Šmuc, Sašo Džeroski (eds.).

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Discovery science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, Proceedings / Petra Kralj Novak, Tomislav Šmuc, Sašo Džeroski (eds.).

9783030337780 (electronic book)
3030337782 (electronic book)
9783030337773

https://doi.org/10.1007/978-3-030-33778-0
https://doi.org/10.1007/978-3-030-33

Cham, Switzerland : Springer, 2019.

English

1 online resource (xxii, 546 pages) : illustrations.

10.1007/978-3-030-33778-0 doi
10.1007/978-3-030-33

Q174 .I5625 2019eb

501

This book constitutes the proceedings of the 22nd International Conference on Discovery Science, DS 2019, held in Split, Coratia, in October 2019. The 21 full and 19 short papers presented together with 3 abstracts of invited talks in this volume were carefully reviewed and selected from 63 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 the following topical sections: Advanced Machine Learning; Applications; Data and Knowledge Representation; Feature Importance; Interpretable Machine Learning; Networks; Pattern Discovery; and Time Series.

International conference proceedings.
Incldues author index.

Access limited to authorized users.

Online resource; title from PDF title page (SpringerLink, viewed October 23, 2019).

Lecture notes in computer science. Lecture notes in artificial intelligence.
Lecture notes in computer science ; 11828.
LNCS sublibrary. SL 7, Artificial intelligence.

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