000 03611nam a22006375i 4500
001 978-3-319-21024-7
003 DE-He213
005 20210120143416.0
007 cr nn 008mamaa
008 150630s2015 gw | s |||| 0|eng d
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 _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 ;
_v9166
_aLecture Notes in Computer Science
_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.
650 0 _aPattern recognition.
650 0 _aAlgorithms.
650 0 _aApplication software.
650 0 _aDatabase management.
650 0 _aArtificial intelligence.
650 1 4 _aData Mining and Knowledge Discovery.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I18030
650 2 4 _aPattern Recognition.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I2203X
650 2 4 _aAlgorithm Analysis and Problem Complexity.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I16021
650 2 4 _aInformation Systems Applications (incl. Internet).
_0https://scigraph.springernature.com/ontologies/product-market-codes/I18040
650 2 4 _aDatabase Management.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I18024
650 2 4 _aArtificial Intelligence.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I21000
700 1 _aPerner, Petra.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319210254
776 0 8 _iPrinted edition:
_z9783319210230
830 0 _aLecture Notes in Artificial Intelligence ;
_v9166
830 0 _aLecture Notes in Computer Science ;
_v9166
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
942 _cEBK
999 _c58285
_d58285