Machine learning and knowledge discovery in databases [electronic resource] : European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings. Part II / Annalisa Appice, Pedro Pereira Rodrigues, Vitor Santos Costa, João Gama, Alípio Jorge, Carlos Soares (eds.).
2015
Q325.5
Linked e-resources
Linked Resource
Online Access
Concurrent users
Unlimited
Authorized users
Authorized users
Document Delivery Supplied
Can lend chapters, not whole ebooks
Details
Title
Machine learning and knowledge discovery in databases [electronic resource] : European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings. Part II / Annalisa Appice, Pedro Pereira Rodrigues, Vitor Santos Costa, João Gama, Alípio Jorge, Carlos Soares (eds.).
Meeting Name
ECML PKDD (Conference) (2015 : Porto, Portugal)
ISBN
9783319235257 electronic book
3319235257 electronic book
9783319235240
3319235249
3319235257 electronic book
9783319235240
3319235249
Publication Details
Cham : Springer, 2015.
Language
English
Description
1 online resource (xlii, 773 pages) : illustrations.
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, 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 3, 2015).
Added Author
Appice, Annalisa, editor.
Series
Lecture notes in computer science. Lecture notes in artificial intelligence ; 9285.
LNCS sublibrary. SL 7, Artificial intelligence.
LNCS sublibrary. SL 7, Artificial intelligence.
Linked Resources
Online Access
Record Appears in
Online Resources > Ebooks
All Resources
All Resources