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

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ISBN 10: 3642237827 / ISBN 13: 9783642237829

Edité par Springer Berlin Heidelberg, 2011

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Zustand: Sehr gut | Seiten: 704 | Sprache: Englisch | Produktart: Bücher.

N° de réf. du vendeur 11002960/12

Détails bibliographiques

• Titre: Machine Learning and Knowledge Discovery in Databases, Part II : European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, Proceedings, Part II
• Éditeur: Springer Berlin Heidelberg
• Date de parution: 2011
• Langue: anglais
• ISBN à 10 chiffres: 3642237827
• ISBN à 13 chiffres: 9783642237829
• Reliure: Couverture souple
• État de l'article: Sehr gut

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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.