From Data and Information Analysis to Knowledge Engineering : Proceedings of the 29th Annual Conference of the Gesellschaft für Klassifikation e.V., University..... Studies in Classification, Data Analysis, and Knowledge Organization

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. Preliminaries......Page 2 Plenaries and Semi-plenaries......Page 20 Clustering......Page 106 Discriminant Analysis......Page 130 Classification with Latent Variable Models......Page 185 Multiway Classification and Data Analysis......Page 209 Ranking, Multi-label Classification, Preferences......Page 225 PLS Path Modeling, PLS Regression and Classification......Page 241 Robust Methods in Multivariate Statistics......Page 265 Data Mining and Explorative Multivariate Data Analysis......Page 305 Text Mining......Page 329 Fuzzy Data Analysis......Page 457 Economics and Mining in Business Processes......Page 489 Banking and Finance......Page 545 Marketing......Page 577 Adaptivity and Personalization......Page 617 User and Data Authentication in IT Security......Page 641 Bioinformatics and Biostatistics......Page 681 Classification of High-dimensional Biological and Medical Data......Page 703 Medical and Health Sciences......Page 727 Music Analysis......Page 743 Data Mining Competition......Page 767 This volume collects revised versions of papers presented at the 29th Annual Conference of the Gesellschaft für Klassifikation, the German Classification Society, held at the Otto-von-Guericke-University of Magdeburg, Germany, in March 2005. In addition to traditional subjects like Classification, Clustering, and Data Analysis, converage extends to a wide range of topics relating to Computer Science: Text Mining, Web Mining, Fuzzy Data Analysis, IT Security, Adaptivity and Personalization, and Visualization. This text contains selected papers presented during the 29th Annual Conference of the Gesellschaft für Klassifikation. As well as papers on the traditional subjects - classification, clustering and data analysis - it also includes many papers on a wide range of topics with a strong relation to computer science