Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings / edited by Petra Kralj Novak, Tomislav Šmuc, Sašo Džeroski

Mitwirkende(r):

Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Lecture Notes in Artificial Intelligence ; 11828 | Springer eBooks Computer ScienceVerlag: Cham : Springer, 2019Auflage: 1st ed. 2019Beschreibung: 1 Online-Ressource (XXII, 546 p. 222 illus., 148 illus. in color)ISBN:

9783030337780

Schlagwörter:

Genre/Form:

Konferenzschrift

Andere physische Formen: 9783030337773 | Erscheint auch als: Discovery science. Druck-Ausgabe Cham, Switzerland : Springer, 2019. xxii, 546 pagesDDC-Klassifikation:

006.3 23

LOC-Klassifikation:

Q334-342

DOI: DOI: 10.1007/978-3-030-33778-0Online-Ressourcen:

Zusammenfassung: Advanced Machine Learning -- Applications -- Data and Knowledge Representation -- Feature Importance -- Interpretable Machine Learning -- Networks -- Pattern Discovery -- Time SeriesZusammenfassung: 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 SeriesPPN: PPN: 1681716321Package identifier: Produktsigel: ZDB-2-LNC | ZDB-2-SCS | ZDB-2-SXCS | ZDB-2-SEB

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