Practical Guide to Cluster Analysis in R
Language: en
Pages: 168
Authors: Alboukadel Kassambara
Categories: Education
Type: BOOK - Published: 2017-08-23 - Publisher: STHDA

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Although there are several good books on unsupervised machine learning, we felt that many of them are too theoretical. This book provides practical guide to clu
An Introduction to Clustering with R
Language: en
Pages: 340
Authors: Paolo Giordani
Categories: Mathematics
Type: BOOK - Published: 2020-08-27 - Publisher: Springer Nature

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The purpose of this book is to thoroughly prepare the reader for applied research in clustering. Cluster analysis comprises a class of statistical techniques fo
Practical Guide To Principal Component Methods in R
Language: en
Pages: 171
Authors: Alboukadel KASSAMBARA
Categories: Education
Type: BOOK - Published: 2017-08-23 - Publisher: STHDA

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Although there are several good books on principal component methods (PCMs) and related topics, we felt that many of them are either too theoretical or too adva
Cluster Analysis
Language: en
Pages: 302
Authors: Brian S. Everitt
Categories: Mathematics
Type: BOOK - Published: 2011-01-14 - Publisher: John Wiley & Sons

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Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organizing multivariate data into such subgroups, clustering
Machine Learning Essentials
Language: en
Pages: 211
Authors: Alboukadel Kassambara
Categories: Computers
Type: BOOK - Published: 2018-03-10 - Publisher: STHDA

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Discovering knowledge from big multivariate data, recorded every days, requires specialized machine learning techniques. This book presents an easy to use pract