Machine Learning and Knowledge Discovery in Databases

Name: Machine Learning and Knowledge Discovery in Databases
SKU: 18389071
Price: 146.99 AUD
Availability: InStock

European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, Proceedings, Part I

Format:

Paperback / softback

Series:

Lecture Notes in Artificial Intelligence

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Description

This three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2011, held in Athens, Greece, in September 2011. The 121 revised full papers presented together with 10 invited talks and 11 demos in the three volumes, were carefully reviewed and selected from about 600 paper submissions. The papers address all areas related to machine learning and knowledge discovery in databases as well as other innovative application domains such as supervised and unsupervised learning with some innovative contributions in fundamental issues; dimensionality reduction, distance and similarity learning, model learning and matrix/tensor analysis; graph mining, graphical models, hidden markov models, kernel methods, active and ensemble learning, semi-supervised and transductive learning, mining sparse representations, model learning, inductive logic programming, and statistical learning. a significant part of the papers covers novel and timely applications of data mining and machine learning in industrial domains.

Release date Australia

September 6th, 2011

Audience

Professional & Vocational

Contributors

Edited by DIMITRIOS GUNOPULOS
Edited by Donato Malerba
Edited by Michalis Vazirgiannis
Edited by Thomas Hofmann

Illustrations

XXX, 649 p.

Pages

649

Series

Lecture Notes in Artificial Intelligence

Dimensions

155x235x33

ISBN-13

9783642237799

Product ID

18389071

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Machine Learning and Knowledge Discovery in Databases

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