Algorithms from and for Nature and Life

Classification and Data Analysis
2013
ISBN: 978-3-319-00034-3
Verlag: Springer International Publishing

Buch, Englisch, 547 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 8482 g

Reihe: Studies in Classification, Data Analysis, and Knowledge Organization

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

Ultsch, Alfred

Van den Poel, Dirk

Fachgebiete

• Technische Wissenschaften Technik Allgemein Bionik, Biomimetik
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Algorithmen & Datenstrukturen
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

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.