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Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part II (Lecture Notes in Artificial Intelligence)

By: Alipio Jorge (Edited by) , Annalisa Appice (Edited by) , Carlos Soares (Edited by) , Joao Gama (Edited by) , Pedro Pereira Rodrigues (Edited by) , Vitor Santos Costa (Edited by)

Extended Catalogue

Ksh 9,950.00

Format: Paperback or Softback

ISBN-10: 3319235249

ISBN-13: 9783319235240

Collection / Series: Lecture Notes in Artificial Intelligence

Collection Type: Publisher collection

Edition statement: 1st ed. 2015

Publisher: Springer International Publishing AG

Imprint: Springer International Publishing AG

Country of Manufacture: CH

Country of Publication: GB

Publication Date: Sep 14th, 2015

Publication Status: Active

Product extent: 773 Pages

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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. These include 89 research papers, 11 industrial papers, 14 nectar papers, 17 demo papers.
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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