Algorithms from and for Nature and Life
Classification and Data Analysis
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ISBN-13:
9783319000343
Veröffentl:
2013
Einband:
Paperback
Erscheinungsdatum:
10.09.2013
Seiten:
568
Autor:
Berthold Lausen
Gewicht:
850 g
Format:
235x155x31 mm
Serie:
Studies in Classification, Data Analysis, and Knowledge Organization
Sprache:
Englisch
Beschreibung:
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.¿
Focus on the interface between Data Analysis, Computer Science, and Operations Research
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.
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