Description
Algorithms from and for Nature and Life, 2013
Classification and Data Analysis
Studies in Classification, Data Analysis, and Knowledge Organization Series
Coordinators: Lausen Berthold, Van den Poel Dirk, Ultsch Alfred
Language: EnglishSubjects for Algorithms from and for Nature and Life:
Publication date: 09-2013
547 p. · 15.5x23.5 cm · Paperback
547 p. · 15.5x23.5 cm · Paperback
Description
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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.?
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.
Focus on the interface between Data Analysis, Computer Science, and Operations Research
Cutting edge methods and results for many advanced data analysis problems
Applications from a wide area of application fields?
Includes supplementary material: sn.pub/extras
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