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020 _a9783319210247
_9978-3-319-21024-7
024 7 _a10.1007/978-3-319-21024-7
_2doi
050 4 _aQA76.9.D343
072 7 _aUNF
_2bicssc
072 7 _aUYQE
_2bicssc
072 7 _aCOM021030
_2bisacsh
072 7 _aUNF
_2thema
072 7 _aUYQE
_2thema
082 0 4 _a006.312
_223
245 1 0 _aMachine Learning and Data Mining in Pattern Recognition
_h[electronic resource] :
_b11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings /
_cedited by Petra Perner.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aIX, 454 p. 132 illus.
_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 ;
_v9166
505 0 _aGraph Mining -- Classification and regression -- Sentiment analysis -- Data preparation and missing values -- Association and sequential rule mining -- Support vector machines -- Frequent item set mining and time series analysis -- Clustering -- Text mining -- Applications data mining.
520 _aThis book constitutes the refereed proceedings of the 11th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2015, held in Hamburg, Germany, in July 2015. The 41 full papers presented were carefully reviewed and selected from 123 submissions. The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multimedia data types such as image mining, text mining, video mining and Web mining.
650 0 _aData mining.
_93907
650 0 _aPattern recognition systems.
_93953
650 0 _aAlgorithms.
_93390
650 0 _aApplication software.
_9159404
650 0 _aDatabase management.
_93157
650 0 _aArtificial intelligence.
_93407
650 1 4 _aData Mining and Knowledge Discovery.
_9159405
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aAlgorithms.
_93390
650 2 4 _aComputer and Information Systems Applications.
_9159406
650 2 4 _aDatabase Management.
_93157
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aPerner, Petra.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9159407
710 2 _aSpringerLink (Online service)
_9159408
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319210230
776 0 8 _iPrinted edition:
_z9783319210254
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v9166
_9159409
856 4 0 _uhttps://doi.org/10.1007/978-3-319-21024-7
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
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