Foundations and methods in combinatorial and statistical data analysis and clustering (Q267822)
From MaRDI portal
| This is the item page for this Wikibase entity, intended for internal use and editing purposes. Please use this page instead for the normal view: Foundations and methods in combinatorial and statistical data analysis and clustering |
scientific article; zbMATH DE number 6567160
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Foundations and methods in combinatorial and statistical data analysis and clustering |
scientific article; zbMATH DE number 6567160 |
Statements
Foundations and methods in combinatorial and statistical data analysis and clustering (English)
0 references
11 April 2016
0 references
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.
0 references
non-hierarchical clustering
0 references
data representation
0 references
resemblance
0 references
ordinal and metrical analysis
0 references
comparing attributes
0 references
classifiability
0 references
quality measures
0 references
classification tree
0 references
LLA method
0 references