Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, Proceedings, Part I: 6911 (Lecture Notes in Computer Science) - Softcover

 
9783642237799: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, Proceedings, Part I: 6911 (Lecture Notes in Computer Science)
Softcover
ISBN 10: 3642237797 ISBN 13: 9783642237799
Verlag: Springer, 2011

Inhaltsangabe

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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Reseña del editor

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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Verlag
Springer
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
3642237797
ISBN 13 
9783642237799
Einband
Tapa blanda
Anzahl der Seiten
680
Herausgeber
Gunopulos Dimitrios, Hofmann Thomas, Malerba Donato, Vazirgiannis Michalis
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783642238079: Machine Learning and Knowledge Discovery in Databases, Part III: European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, ... III: 6913 (Lecture Notes in Computer Science)

Vorgestellte Ausgabe

ISBN 10:  3642238076 ISBN 13:  9783642238079
Verlag: Springer, 2011
Softcover