Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering
Author:   Israël César Lerman
Publisher:   Springer London Ltd
Edition:   Softcover reprint of the original 1st ed. 2016
ISBN:  

9781447173922


Pages:   647
Publication Date:   14 April 2018
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering


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Author:   Israël César Lerman
Publisher:   Springer London Ltd
Imprint:   Springer London Ltd
Edition:   Softcover reprint of the original 1st ed. 2016
Dimensions:   Width: 15.50cm , Height: 3.40cm , Length: 23.50cm
Weight:   1.015kg
ISBN:  

9781447173922


ISBN 10:   1447173929
Pages:   647
Publication Date:   14 April 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Preface.- On Some Facets of the Partition Set of a Finite Set.- Two Methods of Non-hierarchical Clustering.- Structure and Mathematical Representation of Data.- Ordinal and Metrical Analysis of the Resemblance Notion.- Comparing Attributes by a Probabilistic and Statistical Association I.- Comparing Attributes by a Probabilistic and Statistical Association II.- Comparing Objects or Categories Described by Attributes.- The Notion of “Natural” Class, Tools for its Interpretation. The Classifiability Concept.- Quality Measures in Clustering.- Building a Classification Tree.- Applying the LLA Method to Real Data.- Conclusion and Thoughts for Future Works

Reviews

This book provides a synthetic and systematic presentation of clustering, combinatorial, and statistical data analysis. ... the presentation is interesting and original. Keeping a smart balance between theoretical concepts and practical issues, the book is addressed to students and researchers interested in data mining, data analysis, and clustering. (Florin Gorunescu, zbMATH 1338.62012, 2016) This book provides a synthetic and systematic presentation of clustering, combinatorial, and statistical data analysis. the presentation is interesting and original. Keeping a smart balance between theoretical concepts and practical issues, the book is addressed to students and researchers interested in data mining, data analysis, and clustering. (Florin Gorunescu, zbMATH 1338.62012, 2016) This book provides a synthetic and systematic presentation of clustering, combinatorial, and statistical data analysis. the presentation is interesting and original. Keeping a smart balance between theoretical concepts and practical issues, the book is addressed to students and researchers interested in data mining, data analysis, and clustering. (Florin Gorunescu, zbMATH 1338.62012, 2016)


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