LEADER 04783nam 22008055 450 001 9910483829803321 005 20200707002932.0 010 $a3-319-57529-5 024 7 $a10.1007/978-3-319-57529-2 035 $a(CKB)3850000000027406 035 $a(DE-He213)978-3-319-57529-2 035 $a(MiAaPQ)EBC6285072 035 $a(MiAaPQ)EBC5577649 035 $a(Au-PeEL)EBL5577649 035 $a(OCoLC)985359153 035 $a(PPN)200512595 035 $a(EXLCZ)993850000000027406 100 $a20170422d2017 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Knowledge Discovery and Data Mining$b[electronic resource] $e21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part II /$fedited by Jinho Kim, Kyuseok Shim, Longbing Cao, Jae-Gil Lee, Xuemin Lin, Yang-Sae Moon 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (XXXII, 857 p. 252 illus.) 225 1 $aLecture Notes in Artificial Intelligence ;$v10235 311 $a3-319-57528-7 327 $aClassification 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. 330 $aThis two-volume set, LNAI 10234 and 10235, constitutes the thoroughly refereed proceedings of the 21st Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2017, held in Jeju, South Korea, in May 2017. The 129 full papers were carefully reviewed and selected from 458 submissions. They are organized in topical sections named: classification and deep learning; social network and graph mining; privacy-preserving mining and security/risk applications; spatio-temporal and sequential data mining; clustering and anomaly detection; recommender system; feature selection; text and opinion mining; clustering and matrix factorization; dynamic, stream data mining; novel models and algorithms; behavioral data mining; graph clustering and community detection; dimensionality reduction. 410 0$aLecture Notes in Artificial Intelligence ;$v10235 606 $aData mining 606 $aArtificial intelligence 606 $aInformation storage and retrieval 606 $aApplication software 606 $aDatabase management 606 $aComputer security 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aSystems and Data Security$3https://scigraph.springernature.com/ontologies/product-market-codes/I28060 615 0$aData mining. 615 0$aArtificial intelligence. 615 0$aInformation storage and retrieval. 615 0$aApplication software. 615 0$aDatabase management. 615 0$aComputer security. 615 14$aData Mining and Knowledge Discovery. 615 24$aArtificial Intelligence. 615 24$aInformation Storage and Retrieval. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aDatabase Management. 615 24$aSystems and Data Security. 676 $a006.3 702 $aKim$b Jinho$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aShim$b Kyuseok$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCao$b Longbing$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLee$b Jae-Gil$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLin$b Xuemin$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMoon$b Yang-Sae$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483829803321 996 $aAdvances in Knowledge Discovery and Data Mining$9772012 997 $aUNINA