Machine learning and knowledge discovery in databases [electronic resource] : European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings. Part I / Annalisa Appice, Pedro Pereira Rodrigues, Vitor Santos Costa, Carlos Soares, João Gama, Alípio Jorge (eds.).
2015
Q325.5
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Title
Machine learning and knowledge discovery in databases [electronic resource] : European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings. Part I / Annalisa Appice, Pedro Pereira Rodrigues, Vitor Santos Costa, Carlos Soares, João Gama, Alípio Jorge (eds.).
Meeting Name
ECML PKDD (Conference) (2015 : Porto, Portugal)
ISBN
9783319235288 electronic book
3319235281 electronic book
9783319235271
3319235281 electronic book
9783319235271
Published
Cham : Springer, 2015.
Language
English
Description
1 online resource (lviii, 709 pages) : illustrations.
Item Number
10.1007/978-3-319-23528-8 doi
Call Number
Q325.5
Dewey Decimal Classification
006.3/1
Summary
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, and 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.
Note
International conference proceedings.
Includes author index.
Includes author index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed September 4, 2015).
Added Author
Appice, Annalisa, editor.
Rodrigues, Pedro Pereira, editor.
Santos Costa, Vítor, 1961- editor.
Soares, Carlos, editor.
Gama, João, editor.
Jorge, Alípio, editor.
Rodrigues, Pedro Pereira, editor.
Santos Costa, Vítor, 1961- editor.
Soares, Carlos, editor.
Gama, João, editor.
Jorge, Alípio, editor.
Series
Lecture notes in computer science. Lecture notes in artificial intelligence ; 9284.
LNCS sublibrary. SL 7, Artificial intelligence.
LNCS sublibrary. SL 7, Artificial intelligence.
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