Machine Learning and Knowledge Discovery in Databases, Part II: European Conference, E.C.M.L. P.K.D.D. 2010, Athens, Greece, September 5-9, 2011, ... . / Lecture Notes in Artificial Intelligence) - Couverture souple

 
9783642237829: Machine Learning and Knowledge Discovery in Databases, Part II: European Conference, E.C.M.L. P.K.D.D. 2010, Athens, Greece, September 5-9, 2011, ... . / Lecture Notes in Artificial Intelligence)
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ISBN 10 : 3642237827 ISBN 13 : 9783642237829
Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2011

Synopsis

This three-volume set L.N.A.I. 6911, L.N.A.I. 6912, and L.N.A.I. 6913 constitutes the refereed proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases: E.C.M.L. P.K.D.D. 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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

This three-volume set L.N.A.I. 6911, L.N.A.I. 6912, and L.N.A.I. 6913 constitutes the refereed proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases: E.C.M.L. P.K.D.D. 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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'édition
2011
Langue
anglais
ISBN 10 
3642237827
ISBN 13 
9783642237829
Reliure
Broché
Nombre de pages
681
Éditeur
Gunopulos Dimitrios
Coordonnées du fabricant
ProductSafety@springernature.com
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Autres éditions populaires du même titre

9783642237843: Machine Learning and Knowledge Discovery in Databases, Part II: European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, Proceedings, Part II

Edition présentée

ISBN 10 :  3642237843 ISBN 13 :  9783642237843
Editeur : Springer, 2012
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