04624nam 22007335 450 99646644240331620200703163715.03-030-16142-010.1007/978-3-030-16142-2(CKB)4100000007823496(DE-He213)978-3-030-16142-2(MiAaPQ)EBC5923054(PPN)235668311(EXLCZ)99410000000782349620190319d2019 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierAdvances in Knowledge Discovery and Data Mining[electronic resource] 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III /edited by Qiang Yang, Zhi-Hua Zhou, Zhiguo Gong, Min-Ling Zhang, Sheng-Jun Huang1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (XXVIII, 556 p. 258 illus., 159 illus. in color.) Lecture Notes in Artificial Intelligence ;114413-030-16141-2 Includes bibliographical references and index.The three-volume set LNAI 11439, 11440, and 11441 constitutes the thoroughly refereed proceedings of the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2019, held in Macau, China, in April 2019. The 137 full papers presented were carefully reviewed and selected from 542 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: classification and supervised learning; text and opinion mining; spatio-temporal and stream data mining; factor and tensor analysis; healthcare, bioinformatics and related topics; clustering and anomaly detection; deep learning models and applications; sequential pattern mining; weakly supervised learning; recommender system; social network and graph mining; data pre-processing and feature selection; representation learning and embedding; mining unstructured and semi-structured data; behavioral data mining; visual data mining; and knowledge graph and interpretable data mining.Lecture Notes in Artificial Intelligence ;11441Artificial intelligenceData miningApplication softwareOptical data processingComputer securityArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Computer Appl. in Social and Behavioral Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/I23028Systems and Data Securityhttps://scigraph.springernature.com/ontologies/product-market-codes/I28060Artificial intelligence.Data mining.Application software.Optical data processing.Computer security.Artificial Intelligence.Data Mining and Knowledge Discovery.Information Systems Applications (incl. Internet).Image Processing and Computer Vision.Computer Appl. in Social and Behavioral Sciences.Systems and Data Security.006.312Yang Qiangedthttp://id.loc.gov/vocabulary/relators/edtZhou Zhi-Huaedthttp://id.loc.gov/vocabulary/relators/edtGong Zhiguoedthttp://id.loc.gov/vocabulary/relators/edtZhang Min-Lingedthttp://id.loc.gov/vocabulary/relators/edtHuang Sheng-Junedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996466442403316Advances in Knowledge Discovery and Data Mining772012UNISA