Limit search to available items
Book Cover
E-book
Author Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Island, Korea)

Title Advances in knowledge discovery and data mining : 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings. Part II / Jinho Kim, Kyuseok Shim, Longbing Cao, Jae-Gil Lee, Xuemin Lin, Yang-Sae Moon (eds.)
Published Cham, Switzerland : Springer, 2017
Online access available from:
Springer eBooks    View Resource Record  

Copies

Description 1 online resource (xxxii, 857 pages) : illustrations
Series LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in artificial intelligence, 0302-9743 ; 10235
LNCS sublibrary. SL 7, Artificial intelligence.
Lecture notes in computer science. Lecture notes in artificial intelligence ; 10235
Contents Classification and deep learning -- Social network and graph mining -- Privacy-preserving mining and security/risk applications -- Spatio-temporal and sequential data mining -- Clustering and anomaly detection -- Recommender system -- Feature selection -- Text and opinion mining -- Clustering and matrix factorization -- Dynamic, stream data mining -- Novel models and algorithms -- Behavioral data mining -- Graph clustering and community detection -- Dimensionality reduction
Summary This two-volume set, LNAI 10234 and 10235, constitutes the thoroughly refereed proceedings of the 21st Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2017, held in Jeju, South Korea, in May 2017. The 129 full papers were carefully reviewed and selected from 458 submissions. They are organized in topical sections named: classification and deep learning; social network and graph mining; privacy-preserving mining and security/risk applications; spatio-temporal and sequential data mining; clustering and anomaly detection; recommender system; feature selection; text and opinion mining; clustering and matrix factorization; dynamic, stream data mining; novel models and algorithms; behavioral data mining; graph clustering and community detection; dimensionality reduction
Notes Includes author index
International conference proceedings
Online resource; title from PDF title page (SpringerLink, viewed May 3, 2017)
Subject Data mining -- Congresses.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Cao, Longbing, 1969- editor
Kim, Jinho (Writer on artificial intelligence), editor
Lee, Jae-Gil, editor
Lin, Xuemin, editor
Moon, Yang-Sae, editor
Shim, Kyuseok, editor
ISBN 3319575287
3319575295 (electronic bk.)
9783319575285
9783319575292 (electronic bk.)
(print)
Other Titles PAKDD 2017