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010   $a3-642-30217-3
024 7 $a10.1007/978-3-642-30217-6
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035   $a(PQKBTitleCode)TC0000666543
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035   $a(DE-He213)978-3-642-30217-6
035   $a(MiAaPQ)EBC3070110
035   $a(PPN)168316137
035   $a(EXLCZ)993400000000029913
100   $a20120509d2012      u|             0
101 0 $aeng
135   $aurnn#008mamaa
181   $ctxt
182   $cc
183   $acr
200 10$aAdvances in Knowledge Discovery and Data Mining, Part I$b[electronic resource] $e16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June1, 2012, Proceedings, Part I /$fedited by Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey
205   $a1st ed. 2012.
210  1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2012.
215   $a1 online resource (XXIII, 619 p.)
225 1 $aLecture Notes in Artificial Intelligence ;$v7301
300   $aInternational conference proceedings.
311   $a3-642-30216-5 
320   $aIncludes bibliographical references and author index.
330   $aThe two-volume set LNAI 7301 and 7302 constitutes the refereed proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2012, held in Kuala Lumpur, Malaysia, in May 2012. The total of 20 revised full papers and 66 revised short papers were carefully reviewed and selected from 241 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas. The papers are organized in topical sections on supervised learning: active, ensemble, rare-class and online; unsupervised learning: clustering, probabilistic modeling in the first volume and on pattern mining: networks, graphs, time-series and outlier detection, and data manipulation: pre-processing and dimension reduction in the second volume.
410  0$aLecture Notes in Artificial Intelligence ;$v7301
606   $aArtificial intelligence
606   $aApplication software
606   $aInformation storage and retrieval
606   $aDatabase management
606   $aAlgorithms
606   $aComputer communication systems
606   $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000
606   $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040
606   $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032
606   $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024
606   $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021
606   $aComputer Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13022
615  0$aArtificial intelligence.
615  0$aApplication software.
615  0$aInformation storage and retrieval.
615  0$aDatabase management.
615  0$aAlgorithms.
615  0$aComputer communication systems.
615 14$aArtificial Intelligence.
615 24$aInformation Systems Applications (incl. Internet).
615 24$aInformation Storage and Retrieval.
615 24$aDatabase Management.
615 24$aAlgorithm Analysis and Problem Complexity.
615 24$aComputer Communication Networks.
676   $a006.3
702   $aTan$b Pang-Ning$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aChawla$b Sanjay$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aHo$b Chin Kuan$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aBailey$b James$4edt$4http://id.loc.gov/vocabulary/relators/edt
906   $aBOOK
912   $a996465777403316
996   $aAdvances in Knowledge Discovery and Data Mining, Part I$92594853
997   $aUNISA