Machine Learning and Knowledge Discovery in Databases (häftad)
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Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
773
Utgivningsdatum
2015-09-14
Upplaga
1st ed. 2015
Förlag
Springer International Publishing AG
Medarbetare
Soares, Carlos (red.)
Illustratör/Fotograf
Bibliographie
Illustrationer
198 Illustrations, black and white; XLII, 773 p. 198 illus.
Volymtitel
Part II
Dimensioner
234 x 156 x 41 mm
Vikt
1121 g
Antal komponenter
1
Komponenter
1 Paperback / softback
ISBN
9783319235240

Machine Learning and Knowledge Discovery in Databases

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

av Annalisa Appice, Pedro Pereira Rodrigues, Vtor Santos Costa, Joo Gama, Alpio Jorge
Häftad,  Engelska, 2015-09-14
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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.
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