Machine Learning and Knowledge Discovery in Databases, Part II

Name: Machine Learning and Knowledge Discovery in Databases, Part II
Brand: Springer, Berlin
SKU: 9783642237829
Price: 1147 CZK
Availability: InStock

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

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

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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

Informace o knize

Autor

Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2011

Stránek

681

EAN

9783642237829

ISBN

3642237827

Enbook ID

01658778

Vydavatel

Springer, Berlin

Hmotnost

971

Rozměry

156 x 234 x 35

Kompletní popis

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 II

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

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také