Format:
1 Online-Ressource(XXVIII, 804 p. 379 illus., 222 illus. in color.)
Edition:
1st ed. 2020.
ISBN:
9783030461331
Series Statement:
Lecture Notes in Artificial Intelligence 11908
Content:
Reinforcement Learning and Bandits -- Ranking -- Applied Data Science: Computer Vision and Explanation -- Applied Data Science: Healthcare -- Applied Data Science: E-commerce, Finance, and Advertising -- Applied Data Science: Rich Data -- Applied Data Science: Applications -- Demo Track.
Content:
The three volume proceedings LNAI 11906 – 11908 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2019, held in Würzburg, Germany, in September 2019. The total of 130 regular papers presented in these volumes was carefully reviewed and selected from 733 submissions; there are 10 papers in the demo track. The contributions were organized in topical sections named as follows: Part I: pattern mining; clustering, anomaly and outlier detection, and autoencoders; dimensionality reduction and feature selection; social networks and graphs; decision trees, interpretability, and causality; strings and streams; privacy and security; optimization. Part II: supervised learning; multi-label learning; large-scale learning; deep learning; probabilistic models; natural language processing. Part III: reinforcement learning and bandits; ranking; applied data science: computer vision and explanation; applied data science: healthcare; applied data science: e-commerce, finance, and advertising; applied data science: rich data; applied data science: applications; demo track.
Additional Edition:
ISBN 9783030461324
Additional Edition:
ISBN 9783030461348
Additional Edition:
Erscheint auch als Druck-Ausgabe ECML PKDD (4. : 2019 : Würzburg) Machine learning and knowledge discovery in databases ; Part 3 Cham : Springer, 2020 ISBN 9783030461324
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783030461348
Language:
English
Keywords:
Angewandte Informatik
;
Maschinelles Sehen
;
Electronic Commerce
;
Konferenzschrift
DOI:
10.1007/978-3-030-46133-1
Author information:
Fromont, Elisa 1980-
Author information:
Hotho, Andreas 1973-
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