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020 _a9783642302176
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024 7 _a10.1007/978-3-642-30217-6
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
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082 0 4 _a006.3
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245 1 0 _aAdvances in Knowledge Discovery and Data Mining, Part I
_h[electronic resource] :
_b16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June1, 2012, Proceedings, Part I /
_cedited by Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey.
250 _a1st ed. 2012.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2012.
300 _aXXIII, 619 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v7301
520 _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.
650 0 _aArtificial intelligence.
_93407
650 0 _aApplication software.
_9110673
650 0 _aInformation storage and retrieval systems.
_922213
650 0 _aDatabase management.
_93157
650 0 _aAlgorithms.
_93390
650 0 _aComputer networks .
_931572
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer and Information Systems Applications.
_9110674
650 2 4 _aInformation Storage and Retrieval.
_923927
650 2 4 _aDatabase Management.
_93157
650 2 4 _aAlgorithms.
_93390
650 2 4 _aComputer Communication Networks.
_9110675
700 1 _aTan, Pang-Ning.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9110676
700 1 _aChawla, Sanjay.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9110677
700 1 _aHo, Chin Kuan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9110678
700 1 _aBailey, James.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9110679
710 2 _aSpringerLink (Online service)
_9110680
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783642302169
776 0 8 _iPrinted edition:
_z9783642302183
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v7301
_9110681
856 4 0 _uhttps://doi.org/10.1007/978-3-642-30217-6
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
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