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020 _a9783319015958
_9978-3-319-01595-8
024 7 _a10.1007/978-3-319-01595-8
_2doi
035 _ato000542094
040 _aSpringer
_cSpringer
_dRU-ToGU
050 4 _aQA276-280
072 7 _aUFM
_2bicssc
072 7 _aCOM077000
_2bisacsh
082 0 4 _a519.5
_223
245 1 0 _aData Analysis, Machine Learning and Knowledge Discovery
_helectronic resource
_cedited by Myra Spiliopoulou, Lars Schmidt-Thieme, Ruth Janning.
260 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aXXI, 470 p. 120 illus., 32 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aStudies in Classification, Data Analysis, and Knowledge Organization,
_x1431-8814
505 0 _aAREA Statistics and Data Analysis: Classifcation, Cluster Analysis, Factor Analysis and Model Selection -- AREA Machine Learning and Knowledge Discovery: Clustering, Classifiers, Streams and Social Networks -- AREA Data Analysis and Classification in Marketing -- AREA Data Analysis in Finance -- AREA Data Analysis in Biostatistics and Bioinformatics -- AREA Interdisciplinary Domains: Data Analysis in Music, Education and Psychology.- LIS Workshop: Workshop on Classification and Subject Indexing in Library and Information Science.
520 _aData analysis, machine learning and knowledge discovery are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and text mining, marketing, medicine, bioinformatics and business intelligence. This volume contains the revised versions of selected papers in the field of data analysis, machine learning and knowledge discovery presented during the 36th annual conference of the German Classification Society (GfKl). The conference was held at the University of Hildesheim (Germany) in August 2012.
650 0 _aStatistics.
_9124796
650 0 _aData mining.
_9306371
650 0 _aStatistical methods.
_9413969
650 0 _aMathematical statistics.
_9566264
650 0 _aMarketing.
_9564740
650 0 _aPhilosophy (General).
_9566367
650 1 4 _aStatistics.
_9124796
650 2 4 _aStatistics and Computing/Statistics Programs.
_9303277
650 2 4 _aData Mining and Knowledge Discovery.
_9306372
650 2 4 _aMarketing.
_9564740
650 2 4 _aFinance/Investment/Banking.
_9416068
650 2 4 _aBiostatistics.
_9413970
650 2 4 _aGeneral Psychology.
_9301324
700 1 _aSpiliopoulou, Myra.
_eeditor.
_9322620
700 1 _aSchmidt-Thieme, Lars.
_eeditor.
_9321959
700 1 _aJanning, Ruth.
_eeditor.
_9447168
710 2 _aSpringerLink (Online service)
_9143950
773 0 _tSpringer eBooks
830 0 _aStudies in Classification, Data Analysis, and Knowledge Organization,
_9317073
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-01595-8
912 _aZDB-2-SMA
999 _c399458