Related Books

Clustering
Language: en
Pages: 400
Authors: Rui Xu
Categories: Mathematics
Type: BOOK - Published: 2008-11-03 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

This is the first book to take a truly comprehensive look at clustering. It begins with an introduction to cluster analysis and goes on to explore: proximity me
Data Clustering
Language: en
Pages: 648
Authors: Charu C. Aggarwal
Categories: Business & Economics
Type: BOOK - Published: 2013-08-21 - Publisher: CRC Press

DOWNLOAD EBOOK

Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing
An Introduction to Clustering with R
Language: en
Pages: 340
Authors: Paolo Giordani
Categories: Mathematics
Type: BOOK - Published: 2020-08-27 - Publisher: Springer Nature

DOWNLOAD EBOOK

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
Model-Based Clustering and Classification for Data Science
Language: en
Pages: 447
Authors: Charles Bouveyron
Categories: Mathematics
Type: BOOK - Published: 2019-07-25 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Cluster analysis finds groups in data automatically. Most methods have been heuristic and leave open such central questions as: how many clusters are there? Whi
Finding Groups in Data
Language: en
Pages: 376
Authors: Leonard Kaufman
Categories: Mathematics
Type: BOOK - Published: 1990-03-22 - Publisher: Wiley-Interscience

DOWNLOAD EBOOK

Partitioning around medoids (Program PAM). Clustering large applications (Program CLARA). Fuzzy analysis (Program FANNY). Agglomerative Nesting (Program AGNES).