From Data and Information Analysis to Knowledge Engineering [electronic resource] :Proceedings of the 29th Annual Conference of the Gesellschaft für Klassifikation e.V. University of Magdeburg, March 9–11, 2005 / edited by Myra Spiliopoulou, Rudolf Kruse, Christian Borgelt, Andreas Nürnberger, Wolfgang Gaul.
by Spiliopoulou, Myra [editor.]; Kruse, Rudolf [editor.]; Borgelt, Christian [editor.]; Nürnberger, Andreas [editor.]; Gaul, Wolfgang [editor.]; SpringerLink (Online service).
Material type:
BookSeries: Studies in Classification, Data Analysis, and Knowledge Organization: Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.Description: XIX, 761 p. 239 illus. online resource.ISBN: 9783540313144.Subject(s): Statistics | Optical pattern recognition | Economics -- Statistics | Economics, Mathematical | Statistics | Statistics, general | Statistics for Business/Economics/Mathematical Finance/Insurance | Statistics for Engineering, Physics, Computer Science, Chemistry & Geosciences | Statistics for Life Sciences, Medicine, Health Sciences | Game Theory/Mathematical Methods | Pattern RecognitionDDC classification: 519.5 Online resources: Click here to access online | Item type | Current location | Call number | Status | Date due | Barcode |
|---|---|---|---|---|---|
| MAIN LIBRARY | QA276-280 (Browse shelf) | Available |
Plenaries and Semi-plenaries -- Clustering -- Discriminant Analysis -- Classification with Latent Variable Models -- Multiway Classification and Data Analysis -- Ranking, Multi-label Classification, Preferences -- PLS Path Modeling, PLS Regression and Classification -- Robust Methods in Multivariate Statistics -- Data Mining and Explorative Multivariate Data Analysis -- Text Mining -- Fuzzy Data Analysis -- Economics and Mining in Business Processes -- Banking and Finance -- Marketing -- Adaptivity and Personalization -- User and Data Authentication in IT Security -- Bioinformatics and Biostatistics -- Classification of High-dimensional Biological and Medical Data -- Medical and Health Sciences -- Music Analysis -- Data Mining Competition.
The volume contains revised versions of selected papers presented during the 29th Annual Conference of the Gesellschaft für Klassifikation (GfKl), the German Classification Society, held at the Otto-von-Guericke-University of Magdeburg, Germany, in March 2005. In addition to papers on the traditional subjects Classification, Clustering, and Data Analysis, there are many papers on a wide range of topics with a strong relation to Computer Science. Examples are Text Mining, Web Mining, Fuzzy Data Analysis, IT Security, Adaptivity and Personalization, and Visualization. Application-oriented topics include Economics, Marketing, Banking and Finance, Medicine, Bioinformatics, Biostatistics, and Music Analysis.
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