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Foundations and methods in combinatorial and statistical data analysis and clustering - MaRDI portal

Foundations and methods in combinatorial and statistical data analysis and clustering (Q267822)

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scientific article; zbMATH DE number 6567160
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English
Foundations and methods in combinatorial and statistical data analysis and clustering
scientific article; zbMATH DE number 6567160

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    Foundations and methods in combinatorial and statistical data analysis and clustering (English)
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    11 April 2016
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    Data analysis is the process of using different statistical and other types of techniques to describe, illustrate, represent in a condensed form, and evaluate data. In this context, this book provides a synthetic and systematic presentation of clustering, combinatorial, and statistical data analysis. Starting with the three categories of data: quantitative, qualitative, and contingency, the theoretical foundations provided by this book are established from logical, combinatorial, and statistical point of view. Although the topic of the book is not new, 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.
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    non-hierarchical clustering
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    data representation
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    resemblance
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    ordinal and metrical analysis
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    comparing attributes
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    classifiability
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    quality measures
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    classification tree
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    LLA method
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