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Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings. Part I /

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 invite...

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Bibliographic Details
Corporate Authors: ECML PKDD (Conference) Prague, Czech Republic); SpringerLink (Online service)
Group Author: Blockeel, Hendrik
Published: Springer,
Publisher Address: Heidelberg :
Publication Dates: 2013.
Literature type: eBook
Language: English
Series: Lecture notes in computer science,
Lecture notes in artificial intelligence ; 8188
LNCS sublibrary. SL 7, Artificial intelligence
Subjects:
Data mining > Congresses.
Artificial intelligence > Congresses.
Machine learning > Congresses.
Electronic books.
Online Access: http://dx.doi.org/10.1007/978-3-642-40988-2
Summary: 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.
Item Description: International conference proceedings.
Includes author index.
Carrier Form: 1 online resource (liv, 691 pages) : illustrations.
ISBN: 9783642409882 (electronic bk.)
3642409881 (electronic bk.)
Index Number: Q325
CLC: TP181-532

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