عنوان

Machine learning and knowledge discovery in databases :

3642409881 (electronic bk.)

9783642409882 (electronic bk.)

9783642409875

b435171

Machine learning and knowledge discovery in databases :

[Book]

European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013 : proceedings.

Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Železný (eds.)

Part I /

1 online resource (liv, 691 pages) :

illustrations

Lecture notes in artificial intelligence

LNCS sublibrary. SL 7, Artificial intelligence

8188.

0302-9743 ;

Includes bibliographical references and index

This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2013, held in Prague, Czech Republic, in September 2013. The 111 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 447 submissions. The papers are organized in topical sections on reinforcement learning; Markov decision processes; active learning and optimization; learning from sequences; time series and spatio-temporal data; data streams; graphs and networks; social network analysis; natural language processing and information extraction; ranking and recommender systems; matrix and tensor analysis; structured output prediction, multi-label and multi-task learning; transfer learning; bayesian learning; graphical models; nearest-neighbor methods; ensembles; statistical learning; semi-supervised learning; unsupervised learning; subgroup discovery, outlier detection and anomaly detection; privacy and security; evaluation; applications; medical applications; nectar track; demo track

OhioLINK electronic book center (Online)

SpringerLink

ECML PKDD 2013

Data mining, Congresses

Machine learning, Congresses

COM021030

UNF

UYQE

Blockeel, Hendrik

Kersting, Kristian

Nijssen, Siegfried, d 1978-

Železný, Filip

ECML PKDD (Conference)(2013 :, Prague, Czech Republic)

Ohio Library and Information Network

20131202122223.0

pn

[Book]

Y