Discovery Science 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings
Başlık:
Discovery Science 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings
Yazar:
Kralj Novak, Petra. editor. (orcid)0000-0003-3385-6430
ISBN:
9783030337780
Edisyon:
1st ed. 2019.
Fiziksel Niteleme:
XXII, 546 p. 222 illus., 148 illus. in color. online resource.
Seri:
Lecture Notes in Artificial Intelligence ; 11828
İçindekiler:
Advanced Machine Learning -- Applications -- Data and Knowledge Representation -- Feature Importance -- Interpretable Machine Learning -- Networks -- Pattern Discovery -- Time Series.
Özet:
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.
Konu Başlığı:
Ek Kurum Yazar:
Elektronik Erişim:
https://doi.org/10.1007/978-3-030-33778-0