Machine Learning and Knowledge Discovery in Databases, Part III

Name: Machine Learning and Knowledge Discovery in Databases, Part III
Brand: Springer, Berlin
SKU: 9783642238079
Price: 296.2 RON
Availability: InStock

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

Autor: Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis

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Legare: Carte broșată

Editura: Springer, Berlin

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This three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of th...

Informații despre carte

Autor

Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2011

Pagini

663

EAN

9783642238079

ISBN

3642238076

Enbook ID

01658785

Editura

Springer, Berlin

Greutate

951

Dimensiuni

155 x 235 x 36

Descriere completă

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.

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Machine Learning and Knowledge Discovery in Databases, Part III

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

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