عنوان

Machine learning and knowledge discovery in databases :

3642238084

9783642238086

9783642238079

b423644

Machine learning and knowledge discovery in databases :

[Book]

European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, proceedings.

Dimitrios Gunopulos [and others] (editions.)

Part III /

1 online resource (xxii, 663 pages) :

illustrations (some color)

Lecture notes in artificial intelligence ;

Lecture notes in computer science

LNCS sublibrary. SL 7, Artificial intelligence

6913

Includes bibliographical references and author index

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

Springer

978-3-642-23807-9

Data mining, Congresses

Databases, Congresses

Machine learning, Congresses

Gunopulos, Dimitrios,1967-

ECML PKDD (Conference)(2011 :, Athens, Greece)

20170726082128.0

pn

[Book]

Y