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Record Nr. |
UNINA9910438031003321 |
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Titolo |
Algorithms from and for nature and life : classification and data analysis / / Berthold Lausen, Dirk Van den Poel, Alfred Ultsch, editors |
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Pubbl/distr/stampa |
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ISBN |
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Edizione |
[1st ed. 2013.] |
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Descrizione fisica |
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1 online resource (532 p.) |
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Collana |
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Studies in classification, data analysis, and knowledge organization, , 1431-8814 |
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Altri autori (Persone) |
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LausenBerthold |
PoelDirk Van den |
UltschAlfred |
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Disciplina |
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Soggetti |
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Statistics |
Classification |
Information storage and retrieval systems |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references. |
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Nota di contenuto |
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pt. I. Invited -- pt. II. Clustering and unsupervised learning -- pt. III. Statistical data analysis, visualization and scaling -- pt. IV. Bioinformatics and biostatistics -- pt. V. Archaeology and geography, psychology and educational sciences -- pt. VI. Text mining, social networks and clustering -- pt. VII. Banking and finance -- pt. VIII. Marketing and management -- pt. IX. Music classification workshop. |
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Sommario/riassunto |
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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. |
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