04285nam 22007815 450 99646544000331620200701145638.03-642-30220-310.1007/978-3-642-30220-6(CKB)3400000000029914(SSID)ssj0000666542(PQKBManifestationID)11443183(PQKBTitleCode)TC0000666542(PQKBWorkID)10673936(PQKB)11409124(DE-He213)978-3-642-30220-6(MiAaPQ)EBC3070197(PPN)168316145(EXLCZ)99340000000002991420120509d2012 u| 0engurnn#008mamaatxtccrAdvances in Knowledge Discovery and Data Mining, Part II[electronic resource] 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part II /edited by Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey1st ed. 2012.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2012.1 online resource (XXIV, 445 p.)Lecture Notes in Artificial Intelligence ;7302International conference proceedings.3-642-30219-X Includes bibliographical references and author index.The two-volume set LNAI 7301 and 7302 constitutes the refereed proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2012, held in Kuala Lumpur, Malaysia, in May 2012. The total of 20 revised full papers and 66 revised short papers were carefully reviewed and selected from 241 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas. The papers are organized in topical sections on supervised learning: active, ensemble, rare-class and online; unsupervised learning: clustering, probabilistic modeling in the first volume and on pattern mining: networks, graphs, time-series and outlier detection, and data manipulation: pre-processing and dimension reduction in the second volume.Lecture Notes in Artificial Intelligence ;7302Artificial intelligenceApplication softwareInformation storage and retrievalDatabase managementAlgorithmsComputer communication systemsArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Database Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/I18024Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Computer Communication Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/I13022Artificial intelligence.Application software.Information storage and retrieval.Database management.Algorithms.Computer communication systems.Artificial Intelligence.Information Systems Applications (incl. Internet).Information Storage and Retrieval.Database Management.Algorithm Analysis and Problem Complexity.Computer Communication Networks.006.3Tan Pang-Ningedthttp://id.loc.gov/vocabulary/relators/edtChawla Sanjayedthttp://id.loc.gov/vocabulary/relators/edtHo Chin Kuanedthttp://id.loc.gov/vocabulary/relators/edtBailey Jamesedthttp://id.loc.gov/vocabulary/relators/edtBOOK996465440003316Advances in Knowledge Discovery and Data Mining, Part II2594864UNISA