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) - Image 1

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Springer 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)

Name: 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)
Brand: Springer
Price: 43.03 GBP
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Description

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.

Product Specifications

Brand: Springer
Format: Paperback
ASIN: 3642237827
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 06 September 2011
Listed Since: 05 August 2011

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Springer 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)

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