Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III (1st ed. 2015) (Lecture Notes in Computer Science #9286)

Synopsis

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.

Copyright:

2015

Book Details

Book Quality:

Publisher Quality

ISBN-13:

9783319234618

Related ISBNs:

9783319234601

Publisher:

Springer International Publishing

Date of Addition:

09/12/19

Copyrighted By:

N/A

Adult content:

No

Language:

English

Has Image Descriptions:

No

Categories:

Nonfiction, Computers and Internet

Submitted By:

Bookshare Staff

Usage Restrictions:

This is a copyrighted book.

Edited by:

Albert Bifet

Edited by:

Michael May

Edited by:

Bianca Zadrozny

Edited by:

Ricard Gavalda

Edited by:

Dino Pedreschi

Edited by:

Francesco Bonchi

Edited by:

Jaime Cardoso

Edited by:

Myra Spiliopoulou