Download Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
Download Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
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Author: Israël César Lerman
Number of Pages: 671 pages
Published Date: 16 Jun 2016
Publisher: Springer London Ltd
Publication Country: England, United Kingdom
Language: English
ISBN: 9781447167914
File size: 18 Mb
Download Link: Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
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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.
Read online Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering Buy Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering Download Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent Download to iPad/iPhone/iOS, B&N nook Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering by Israël César Lerman
Author: Israël César Lerman
Number of Pages: 671 pages
Published Date: 16 Jun 2016
Publisher: Springer London Ltd
Publication Country: England, United Kingdom
Language: English
ISBN: 9781447167914
File size: 18 Mb
Download Link: Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
---------------------------------------------------------------
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.
Read online Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering Buy Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering Download Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent Download to iPad/iPhone/iOS, B&N nook Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
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Download Working with Singing Bowls : A Sacred Journey
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