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010   $a3-319-01264-9
024 7 $a10.1007/978-3-319-01264-3
035   $a(CKB)3710000000058094
035   $a(EBL)1593023
035   $a(SSID)ssj0001067479
035   $a(PQKBManifestationID)11675230
035   $a(PQKBTitleCode)TC0001067479
035   $a(PQKBWorkID)11092958
035   $a(PQKB)10266012
035   $a(MiAaPQ)EBC1593023
035   $a(DE-He213)978-3-319-01264-3
035   $a(PPN)176103856
035   $a(EXLCZ)993710000000058094
100   $a20131105d2014      u|         0
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 10$aGerman-Japanese Interchange of Data Analysis Results /$fedited by Wolfgang Gaul, Andreas Geyer-Schulz, Yasumasa Baba, Akinori Okada
205   $a1st ed. 2014.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2014.
215   $a1 online resource (267 p.)
225 1 $aStudies in Classification, Data Analysis, and Knowledge Organization,$x1431-8814
300   $aDescription based upon print version of record.
311   $a3-319-01263-0 
320   $aIncludes bibliographical references and index.
327   $aClustering -- Analysis of Data and Models -- Applications.
330   $aThis volume focuses on innovative approaches and recent developments in clustering, analysis of data and models, and applications: The first part of the book covers a broad range of innovations in the area of clustering, from algorithmic innovations for graph clustering to new visualization and evaluation techniques. The second part addresses new developments in data and decision analysis (conjoint analysis, non-additive utility functions, analysis of asymmetric relationships, and regularization techniques). The third part is devoted to the application of innovative data analysis methods in the life-sciences, the social sciences and in engineering. All contributions in this volume are revised and extended versions of selected papers presented in the German/Japanese Workshops at Karlsruhe (2010) and Kyoto (2012). .
410  0$aStudies in Classification, Data Analysis, and Knowledge Organization,$x1431-8814
606   $aStatistics 
606   $aArtificial intelligence
606   $aStatistics and Computing/Statistics Programs$3https://scigraph.springernature.com/ontologies/product-market-codes/S12008
606   $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000
606   $aStatistics for Business, Management, Economics, Finance, Insurance$3https://scigraph.springernature.com/ontologies/product-market-codes/S17010
606   $aStatistics for Social Sciences, Humanities, Law$3https://scigraph.springernature.com/ontologies/product-market-codes/S17040
606   $aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/S17020
606   $aStatistics for Life Sciences, Medicine, Health Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/S17030
615  0$aStatistics .
615  0$aArtificial intelligence.
615 14$aStatistics and Computing/Statistics Programs.
615 24$aArtificial Intelligence.
615 24$aStatistics for Business, Management, Economics, Finance, Insurance.
615 24$aStatistics for Social Sciences, Humanities, Law.
615 24$aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
615 24$aStatistics for Life Sciences, Medicine, Health Sciences.
676   $a519.5
702   $aGaul$b Wolfgang$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aGeyer-Schulz$b Andreas$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aBaba$b Yasumasa$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aOkada$b Akinori$4edt$4http://id.loc.gov/vocabulary/relators/edt
906   $aBOOK
912   $a9910300148903321
996   $aGerman-japanese interchange of data analysis results$91410185
997   $aUNINA