Kralj Novak / Šmuc / Smuc Discovery Science

22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings
Erscheinungsjahr 2019
ISBN: 978-3-030-33778-0
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 546 Seiten, eBook

Reihe: Lecture Notes in Artificial Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

Kralj Novak, Petra

Šmuc, Tomislav

Smuc, Tomislav

Džeroski, Sašo

Dzeroski, Saso

Inhaltsverzeichnis

Advanced Machine Learning.- Applications.- Data and Knowledge Representation.- Feature Importance.- Interpretable Machine Learning.- Networks.- Pattern Discovery.- Time Series.