Machine Learning and Knowledge Discovery in Databases

Name: Machine Learning and Knowledge Discovery in Databases
SKU: 21609058
Price: 147.99 AUD
Availability: InStock

European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III

Format:

Paperback / softback

Series:

Lecture Notes in Artificial Intelligence

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Description

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; and medical applications.

Release date Australia

September 12th, 2013

Audience

Professional & Vocational

Contributors

Edited by Filip Zelezny
Edited by Hendrik Blockeel
Edited by Kristian Kersting
Edited by Siegfried Nijssen

Illustrations

190 Illustrations, black and white; XLVI, 691 p. 190 illus.

Pages

691

Series

Lecture Notes in Artificial Intelligence

Dimensions

155x235x41

ISBN-13

9783642409936

Product ID

21609058

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