LEADER 04968nam 22006975 450 001 996418314603316 005 20200701145059.0 010 $a3-030-47436-4 024 7 $a10.1007/978-3-030-47436-2 035 $a(CKB)4100000011273683 035 $a(MiAaPQ)EBC6193069 035 $a(DE-He213)978-3-030-47436-2 035 $a(PPN)248394630 035 $a(EXLCZ)994100000011273683 100 $a20200508d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Knowledge Discovery and Data Mining$b[electronic resource] $e24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11?14, 2020, Proceedings, Part II /$fedited by Hady W. Lauw, Raymond Chi-Wing Wong, Alexandros Ntoulas, Ee-Peng Lim, See-Kiong Ng, Sinno Jialin Pan 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (xxxviii, 924 pages) $cillustrations 225 1 $aLecture Notes in Artificial Intelligence ;$v12085 311 $a3-030-47435-6 327 $aMining Sequential Data -- Mining Imbalanced Data -- Association -- Privacy and Security -- Supervised Learning -- Novel Algorithms -- Mining Multi-Media/Multi-Dimensional Data -- Application -- Mining Graph and Network Data -- Anomaly Detection and Analytics -- Mining Spatial, Temporal, Unstructured and Semi-Structured Data -- Sentiment Analysis -- Statistical/Graphical Model -- Multi-Source/Distributed/Parallel/Cloud Computing. 330 $aThe two-volume set LNAI 12084 and 12085 constitutes the thoroughly refereed proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, which was due to be held in Singapore, in May 2020. The conference was held virtually due to the COVID-19 pandemic. The 135 full papers presented were carefully reviewed and selected from 628 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, visualization, decision-making systems, and the emerging applications. They are organized in the following topical sections: recommender systems; classification; clustering; mining social networks; representation learning and embedding; mining behavioral data; deep learning; feature extraction and selection; human, domain, organizational and social factors in data mining; mining sequential data; mining imbalanced data; association; privacy and security; supervised learning; novel algorithms; mining multi-media/multi-dimensional data; application; mining graph and network data; anomaly detection and analytics; mining spatial, temporal, unstructured and semi-structured data; sentiment analysis; statistical/graphical model; multi-source/distributed/parallel/cloud computing. 410 0$aLecture Notes in Artificial Intelligence ;$v12085 606 $aArtificial intelligence 606 $aComputers 606 $aApplication software 606 $aOptical data processing 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aInformation Systems and Communication Service$3https://scigraph.springernature.com/ontologies/product-market-codes/I18008 606 $aComputer Applications$3https://scigraph.springernature.com/ontologies/product-market-codes/I23001 606 $aComputing Milieux$3https://scigraph.springernature.com/ontologies/product-market-codes/I24008 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22005 615 0$aArtificial intelligence. 615 0$aComputers. 615 0$aApplication software. 615 0$aOptical data processing. 615 14$aArtificial Intelligence. 615 24$aInformation Systems and Communication Service. 615 24$aComputer Applications. 615 24$aComputing Milieux. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 676 $a006.3 702 $aLauw$b Hady W$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aWong$b Raymond Chi-Wing$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNtoulas$b Alexandros$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLim$b Ee-Peng$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNg$b See-Kiong$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPan$b Sinno Jialin$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996418314603316 996 $aAdvances in Knowledge Discovery and Data Mining$9772012 997 $aUNISA