Clustering and Classification

Clustering and Classification
Author :
Publisher : World Scientific
Total Pages : 508
Release :
ISBN-10 : 9810212879
ISBN-13 : 9789810212872
Rating : 4/5 (872 Downloads)

Book Synopsis Clustering and Classification by : Phipps Arabie

Download or read book Clustering and Classification written by Phipps Arabie and published by World Scientific. This book was released on 1996 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: At a moderately advanced level, this book seeks to cover the areas of clustering and related methods of data analysis where major advances are being made. Topics include: hierarchical clustering, variable selection and weighting, additive trees and other network models, relevance of neural network models to clustering, the role of computational complexity in cluster analysis, latent class approaches to cluster analysis, theory and method with applications of a hierarchical classes model in psychology and psychopathology, combinatorial data analysis, clusterwise aggregation of relations, review of the Japanese-language results on clustering, review of the Russian-language results on clustering and multidimensional scaling, practical advances, and significance tests.


Clustering and Classification Related Books

Clustering and Classification
Language: en
Pages: 508
Authors: Phipps Arabie
Categories: Mathematics
Type: BOOK - Published: 1996 - Publisher: World Scientific

GET EBOOK

At a moderately advanced level, this book seeks to cover the areas of clustering and related methods of data analysis where major advances are being made. Topic
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

GET 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
Time Series Clustering and Classification
Language: en
Pages: 213
Authors: Elizabeth Ann Maharaj
Categories: Mathematics
Type: BOOK - Published: 2019-03-19 - Publisher: CRC Press

GET EBOOK

The beginning of the age of artificial intelligence and machine learning has created new challenges and opportunities for data analysts, statisticians, mathemat
Classification, Clustering, and Data Analysis
Language: en
Pages: 468
Authors: Krzystof Jajuga
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

GET EBOOK

The book presents a long list of useful methods for classification, clustering and data analysis. By combining theoretical aspects with practical problems, it i
Mathematical Classification and Clustering
Language: en
Pages: 439
Authors: Boris Mirkin
Categories: Mathematics
Type: BOOK - Published: 2013-12-01 - Publisher: Springer Science & Business Media

GET EBOOK

I am very happy to have this opportunity to present the work of Boris Mirkin, a distinguished Russian scholar in the areas of data analysis and decision making