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Machine Learning and Knowledge Disco...
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Hotho, Andreas.
Machine Learning and Knowledge Discovery in Databases = European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part III /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Machine Learning and Knowledge Discovery in Databases/ edited by Ulf Brefeld, Elisa Fromont, Andreas Hotho, Arno Knobbe, Marloes Maathuis, Céline Robardet.
其他題名:
European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part III /
其他作者:
Robardet, Céline.
面頁冊數:
XXVIII, 804 p. 379 illus., 222 illus. in color.online resource. :
Contained By:
Springer Nature eBook
標題:
Computer Systems Organization and Communication Networks. -
電子資源:
https://doi.org/10.1007/978-3-030-46133-1
ISBN:
9783030461331
Machine Learning and Knowledge Discovery in Databases = European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part III /
Machine Learning and Knowledge Discovery in Databases
European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part III /[electronic resource] :edited by Ulf Brefeld, Elisa Fromont, Andreas Hotho, Arno Knobbe, Marloes Maathuis, Céline Robardet. - 1st ed. 2020. - XXVIII, 804 p. 379 illus., 222 illus. in color.online resource. - Lecture Notes in Artificial Intelligence ;11908. - Lecture Notes in Artificial Intelligence ;9285.
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.
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.
ISBN: 9783030461331
Standard No.: 10.1007/978-3-030-46133-1doiSubjects--Topical Terms:
669309
Computer Systems Organization and Communication Networks.
LC Class. No.: Q334-342
Dewey Class. No.: 006.3
Machine Learning and Knowledge Discovery in Databases = European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part III /
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