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 ...
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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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Add this copy of Foundations and Methods in Combinatorial and to cart. $94.24, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Santa Clarita, CA, UNITED STATES, published 2018 by Springer.
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New. Print on demand Trade paperback (US). Glued binding. 647 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white. Advanced Information and Knowledge Processing.
Add this copy of Foundations and Methods in Combinatorial and to cart. $168.69, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2016 by Springer.
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New. Print on demand Sewn binding. Cloth over boards. 647 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white. Advanced Information and Knowledge Processing.
Add this copy of Foundations and Methods in Combinatorial and to cart. $174.08, like new condition, Sold by Media Smart rated 4.0 out of 5 stars, ships from Hawthorne, CA, UNITED STATES, published 2016 by Springer.
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New. Trade paperback (US). Glued binding. 647 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white. Advanced Information and Knowledge Processing.
