Spiliopoulou / Kruse / Borgelt From Data and Information Analysis to Knowledge Engineering

Proceedings of the 29th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9-11, 2005
2006
ISBN: 978-3-540-31314-4
Verlag: Springer
Format: PDF
Kopierschutz: Wasserzeichen (»Systemvoraussetzungen)

E-Book, Englisch, 761 Seiten, eBook

Reihe: Studies in Classification, Data Analysis and Knowledge Organization

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.

Zielgruppe

Research

Autoren/Hrsg.

Spiliopoulou, Myra

Kruse, Rudolf

Borgelt, Christian

Nürnberger, Andreas

Gaul, Wolfgang A.

Gaul, Wolfgang

Inhaltsverzeichnis

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.