Lausen / Van den Poel / Ultsch Algorithms from and for Nature and Life

Classification and Data Analysis
1. Auflage 2013
ISBN: 978-3-319-00035-0
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 547 Seiten

Reihe: Mathematics and Statistics

This volume provides approaches and solutions to challenges occurring at the interface of research fields such as, e.g., data analysis, data mining and knowledge discovery, computer science, operations research, and statistics. In addition to theory-oriented contributions various application areas are included. Moreover, traditional classification research directions concerning network data, graphs, and social relationships as well as statistical musicology describe examples for current interest fields tackled by the authors. The book comprises a total of 55 selected papers presented at the Joint Conference of the German Classification Society (GfKl), the German Association for Pattern Recognition (DAGM), and the Symposium of the International Federation of Classification Societies (IFCS) in 2011.

Zielgruppe

Research

Autoren/Hrsg.

Lausen, Berthold

Van den Poel, Dirk

Ultsch, Alfred

Inhaltsverzeichnis

Invited.- Clustering and Unsupervised Learning.- Statistical Data Analysis, Visualization and Scaling.- Bioinformatics and Biostatistics.- Archaeology and Geography, Psychology and Educational Sciences.- Text Mining, Social Networks and Clustering.- Banking and Finance.- Marketing and Management.- Music Classification Workshop.