عنوان

Machine learning and knowledge discovery in databases :

(Number (ISBN

3642237835

(Number (ISBN

9783642237836

Erroneous ISBN

9783642237829

Number

b434196

Title Proper

Machine learning and knowledge discovery in databases :

General Material Designation

[Book]

Other Title Information

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

First Statement of Responsibility

Dimitrios Gunopulos [and others] (editions.)

Volume Designation

Part II /

Specific Material Designation and Extent of Item

1 online resource (xxii, 681 pages) :

Other Physical Details

illustrations

Series Title

Lecture notes in artificial intelligence ;

Series Title

Lecture notes in computer science

Series Title

LNCS sublibrary. SL 7, Artificial intelligence

Volume Designation

6912

Text of Note

Includes bibliographical references and author index

Text of Note

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

Source for Acquisition/Subscription Address

Springer

Stock Number

978-3-642-23782-9

Data mining, Congresses

Databases, Congresses

Machine learning, Congresses

Number

Edition

Class number

Book number

Gunopulos, Dimitrios,1967-

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

Date of Transaction

20170726082128.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y