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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
Paperback
Series: Advanced Information and Knowledge Processing
ApplicationsDatabasesGeneral Mathematics
ISBN13: 9781447173922
Publisher: Springer
Published: Apr 14 2018
Pages: 647
Weight: 2.04
Height: 1.35 Width: 6.14 Depth: 9.21
Language: English
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.
1 different editions
Also available
Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
Lerman, Israël César
Hardcover
Also from
Lerman, Israël César
Seriation in Combinatorial and Statistical Data Analysis
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Lerman, Israël César
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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
Lerman, Israël César
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Seriation in Combinatorial and Statistical Data Analysis
Lerman, Israël César
Leredde, Henri
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