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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, ... (Lecture Notes in Computer Science, 6912) - Softcover
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.
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- PublisherSpringer
- Publication date2011
- ISBN 10 3642237827
- ISBN 13 9783642237829
- BindingPaperback
- LanguageEnglish
- Number of pages703
- EditorGunopulos Dimitrios, Hofmann Thomas, Malerba Donato, Vazirgiannis Michalis
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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 (Lecture Notes in Computer Science, 6912)
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Machine Learning and Knowledge Discovery in Databases, Part II
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Springer Berlin Heidelberg Sep 2011, 2011
ISBN 10: 3642237827
ISBN 13: 9783642237829
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 704 pp. Englisch. Seller Inventory # 9783642237829
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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
Published by
Springer Berlin Heidelberg, 2011
ISBN 10: 3642237827
ISBN 13: 9783642237829
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Condition: Sehr gut. Zustand: Sehr gut - Neubindung, Buchrücken, -ecken und -kanten leicht angestoßen, Ausgabe 2011 | Seiten: 704 | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 11002960/12
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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
Published by
Springer Berlin Heidelberg, 2011
ISBN 10: 3642237827
ISBN 13: 9783642237829
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Taschenbuch
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Seller Inventory # 9783642237829
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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
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ISBN 10: 3642237827
ISBN 13: 9783642237829
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Paperback. Condition: Brand New. 2011 edition. 703 pages. 9.21x6.14x1.42 inches. In Stock. Seller Inventory # x-3642237827
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Machine Learning and Knowledge Discovery in Databases, Part II
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ISBN 10: 3642237827
ISBN 13: 9783642237829
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Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Fast-track conference proceedings State-of-the-art research Up-to-date resultsThis three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of the European conference on Machine Learning and Knowledg. Seller Inventory # 5053329
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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 (Lecture Notes in Computer Science, 6912)
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