Algorithms from and for Nature and Life Classification and Data Analysis /

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 a...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Lausen, Berthold (Επιμελητής έκδοσης), Van den Poel, Dirk (Επιμελητής έκδοσης), Ultsch, Alfred (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2013.
Σειρά:Studies in Classification, Data Analysis, and Knowledge Organization,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Algorithms from and for Nature and Life  |h [electronic resource] :  |b Classification and Data Analysis /  |c edited by Berthold Lausen, Dirk Van den Poel, Alfred Ultsch. 
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490 1 |a Studies in Classification, Data Analysis, and Knowledge Organization,  |x 1431-8814 
505 0 |a 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. 
520 |a 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. 
650 0 |a Statistics. 
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650 2 4 |a Data Mining and Knowledge Discovery. 
650 2 4 |a Statistics for Business/Economics/Mathematical Finance/Insurance. 
700 1 |a Lausen, Berthold.  |e editor. 
700 1 |a Van den Poel, Dirk.  |e editor. 
700 1 |a Ultsch, Alfred.  |e editor. 
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830 0 |a Studies in Classification, Data Analysis, and Knowledge Organization,  |x 1431-8814 
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