An Introduction to Clustering with R. 1st ed. 2020

フォーマット:

電子ブック

責任表示:

by Paolo Giordani, Maria Brigida Ferraro, Francesca Martella

言語:

英語

出版情報:

Singapore : Springer Singapore : Imprint: Springer, 2020

形態:

XVII, 340 p. 171 illus., 59 illus. in color : online resource

著者名:

• Giordani, Paolo
• Ferraro, Maria Brigida
• Martella, Francesca
• SpringerLink (Online service)

シリーズ名:

Behaviormetrics: Quantitative Approaches to Human Behavior ; 1

目次情報:

Section: Introduction
1.1 Introduction to clustering
1.2 R software
2. Section: Standard algorithms
2.1 Introduction
2.2 Distances and dissimilarities
2.3 Hierarchical methods
2.4 Non-hierarchical methods
2.5 Cluster validity
3. Section: Fuzzy algorithms
3.1 Introduction
3.2 Fuzzy K-means
3.3 Fuzzy K-medoids
3.4 Other fuzzy variants
3.5 Cluster validity
4. Section: Model-based algorithms
4.1 Introduction
4.2 Mixture of Gaussian distributions
4.3 Mixture of non-Gaussian distributions
4.4 Parsimonious mixture models

Section: Introduction
1.1 Introduction to clustering
1.2 R software
2. Section: Standard algorithms
2.1 Introduction
2.2 Distances and dissimilarities

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書誌ID:

IT00015676

ISBN:

9789811305535 [9811305536]      
9789811305542 [9811305544]