عنوان

Machine learning and knowledge discovery in databases :

(Number (ISBN

3642409911 (electronic bk.)

(Number (ISBN

9783642409912 (electronic bk.)

Erroneous ISBN

9783642409905

Number

b435172

Title Proper

Machine learning and knowledge discovery in databases :

General Material Designation

[Book]

Other Title Information

European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013 : proceedings.

First Statement of Responsibility

Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Železný (eds.)

Volume Designation

Part II /

Specific Material Designation and Extent of Item

1 online resource (xliv, 693 pages) :

Other Physical Details

illustrations (some col.)

Series Title

Lecture notes in artificial intelligence

Series Title

LNCS sublibrary. SL 7, Artificial intelligence

Volume Designation

8189.

ISSN of Series

0302-9743 ;

Text of Note

Includes bibliographical references and index

Text of Note

Reinforcement learning -- Markov decision processes -- Active learning and optimization -- Learning from sequences -- Time series and spatio-temporal data -- Data streams -- Graphs and networks -- Social network analysis -- Natural language processing and information extraction -- Ranking and recommender systems -- Matrix and tensor analysis -- Structured output prediction, multi-label and multi-task learning -- Transfer learning -- Bayesian learning -- Graphical models -- Nearest-neighbor methods -- Ensembles -- Statistical learning -- Semi-supervised learning -- Unsupervised learning -- Subgroup discovery, outlier detection and anomaly detection -- Privacy and security -- Evaluation -- Applications -- Medical applications

0

Text of Note

This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2013, held in Prague, Czech Republic, in September 2013. The 111 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 447 submissions. The papers are organized in topical sections on reinforcement learning; Markov decision processes; active learning and optimization; learning from sequences; time series and spatio-temporal data; data streams; graphs and networks; social network analysis; natural language processing and information extraction; ranking and recommender systems; matrix and tensor analysis; structured output prediction, multi-label and multi-task learning; transfer learning; bayesian learning; graphical models; nearest-neighbor methods; ensembles; statistical learning; semi-supervised learning; unsupervised learning; subgroup discovery, outlier detection and anomaly detection; privacy and security; evaluation; applications; and medical applications

Title

OhioLINK electronic book center (Online)

Title

SpringerLink

Parallel Title

ECML PKDD 2013

Data mining, Congresses

Machine learning, Congresses

COM021030

UNF

UYQE

Number

Edition

Class number

Class number

Book number

Book number

Blockeel, Hendrik

Kersting, Kristian

Nijssen, Siegfried,1978-

Železný, Filip

ECML PKDD (Conference)(2013 :, Prague, Czech Republic)

Ohio Library and Information Network

Date of Transaction

20131202122223.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y