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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 I / Jinho Kim, Kyuseok Shim, Longbing Cao, Jae-Gil Lee, Xuemin Lin, Yang-Sae Moon (eds.)
Published Cham, Switzerland : Springer, 2017

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Description 1 online resource (xxxii, 841 pages) : illustrations
Series Lecture notes in artificial intelligence, 0302-9743 ; 10234
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science. Lecture notes in artificial intelligence ; 10234
LNCS sublibrary. SL 7, Artificial intelligence.
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
Online resource; title from PDF title page (SpringerLink, viewed May 3, 2017)
Subject Data mining -- Congresses
Artificial intelligence.
Information retrieval.
Databases.
Computer security.
Data mining.
Computers -- Intelligence (AI) & Semantics.
Computers -- System Administration -- Storage & Retrieval.
Computers -- Information Technology.
Computers -- Database Management -- General.
Computers -- Security -- General.
Computers -- Database Management -- Data Mining.
Data mining
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Kim, Jinho (Writer on artificial intelligence), editor.
Shim, Kyuseok, editor.
Cao, Longbing, 1969- editor.
Lee, Jae-Gil, editor
Lin, Xuemin, editor.
Moon, Yang-Sae, editor
ISBN 9783319574547
331957454X
9783319575292
3319575295
9783319574554
3319574558
Other Titles PAKDD 2017