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Books > Computing & IT > Applications of computing > Artificial intelligence
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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, Proceedings, Part I (Paperback, 2011)
Loot Price: R1,702
Discovery Miles 17 020
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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Athens, Greece, September 5-9, 2011, Proceedings, Part I (Paperback, 2011)
Series: Lecture Notes in Artificial Intelligence, 6911
Expected to ship within 10 - 15 working days
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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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