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E-book
Author International Conference on Discovery Science (22nd : 2019 : Split, Croatia)

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

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Description 1 online resource (xxii, 546 pages) : illustrations (some color)
Series Lecture Notes in Artificial Intelligence
Lecture notes in computer science ; 11828
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science. Lecture notes in artificial intelligence.
Lecture notes in computer science ; 11828.
LNCS sublibrary. SL 7, Artificial intelligence.
Contents Advanced Machine Learning -- Applications -- Data and Knowledge Representation -- Feature Importance -- Interpretable Machine Learning -- Networks -- Pattern Discovery -- Time Series
Summary 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
Notes International conference proceedings
Includes author index
Online resource; title from PDF title page (SpringerLink, viewed October 23, 2019)
Subject Science -- Philosophy -- Congresses
Discoveries in science -- Congresses
Research -- Automation -- Congresses
Machine learning -- Congresses
Data mining -- Congresses
Data mining
Discoveries in science
Machine learning
Research -- Automation
Science -- Philosophy
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Kralj Novak, Petra, editor
Šmuc, Tomislav, editor
Džeroski, Sašo, 1968- editor.
ISBN 9783030337780
3030337782
Other Titles DS 2019