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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering - Couverture rigide
Synopsis
This book offers an original and broad exploration of the fundamental methods in Clustering and Combinatorial Data Analysis, presenting new formulations and ideas within this very active field.
With extensive introductions, formal and mathematical developments and real case studies, this book provides readers with a deeper understanding of the mutual relationships between these methods, which are clearly expressed with respect to three facets: logical, combinatorial and statistical.
Using relational mathematical representation, all types of data structures can be handled in precise and unified ways which the author highlights in three stages:
- Clustering a set of descriptive attributes
- Clustering a set of objects or a set of object categories
- Establishing correspondence between these two dual clusterings
Tools for interpreting the reasons of a given cluster or clustering are also included.
Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering will be a valuable resource for students and researchers who are interested in the areas of Data Analysis, Clustering, Data Mining and Knowledge Discovery.
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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering (Hardcover)
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Springer London Ltd, England, 2016
ISBN 10 : 1447167910
ISBN 13 : 9781447167914
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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
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Springer London Apr 2016, 2016
ISBN 10 : 1447167910
ISBN 13 : 9781447167914
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Edité par
Springer, 2016
ISBN 10 : 1447167910
ISBN 13 : 9781447167914
Ancien ou d'occasion
Couverture rigide
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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
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Springer London, Springer London Apr 2016, 2016
ISBN 10 : 1447167910
ISBN 13 : 9781447167914
Neuf
Couverture rigide
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
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