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Machine Learning and Knowledge Discovery in Databases

Machine Learning and Knowledge Discovery in Databases

Softcover - 9783319234601
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Beschreibung

The three volume set LNAI 9284, 9285, and 9286 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, held in Porto, Portugal, in September 2015. The 131 papers presented in these proceedings were carefully reviewed and selected from a total of 483 submissions. These include 89 research papers, 11 industrial papers, 14 nectar papers, 17 demo papers. They were organized in topical sections named: classification, regression and supervised learning; clustering and unsupervised learning; data preprocessing; data streams and online learning; deep learning; distance and metric learning; large scale learning and big data; matrix and tensor analysis; pattern and sequence mining; preference learning and label ranking; probabilistic, statistical, and graphical approaches; rich data; and social and graphs. Part III is structured in industrial track, nectar track, and demo track.

European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III

Details

Verlag Springer International Publishing
Ersterscheinung 11. September 2015
Maße 23.5 cm x 15.5 cm
Gewicht 569 Gramm
Format Softcover
ISBN-13 9783319234601
Auflage 1st ed. 2015
Seiten 345

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