Handbook Of Cluster Analysis (Chapman & Hall/CRC Handbooks Of Modern Statistical Methods)

Handbook Of Cluster Analysis (Chapman & Hall/CRC Handbooks Of Modern Statistical Methods)

Author: Christian Hennig, Marina Meila, Fionn Murtagh, Roberto Rocci

Pages: 773

Category: Statistics

E-book file-sizes: 9.28 - 31.92 Mb

Download Book

Description:

Handbook of Cluster Analysis provides a comprehensive and unified account of the main research developments in cluster analysis. Written by active, distinguished researchers in this area, the book helps readers make informed choices of the most suitable clustering approach for their problem and make better use of existing cluster analysis tools.The book is organized according to the traditional core approaches to cluster analysis, from the origins to recent developments. After an overview of approaches and a quick journey through the history of cluster analysis, the book focuses on the four major approaches to cluster analysis. These approaches include methods for optimizing an objective function that describes how well data is grouped around centroids, dissimilarity-based methods, mixture models and partitioning models, and clustering methods inspired by nonparametric density estimation. The book also describes additional approaches to cluster analysis, including constrained and semi-supervised clustering, and explores other relevant issues, such as evaluating the quality of a cluster. This handbook is accessible to readers from various disciplines, reflecting the interdisciplinary nature of cluster analysis. For those already experienced with cluster analysis, the book offers a broad and structured overview. For newcomers to the field, it presents an introduction to key issues. For researchers who are temporarily or marginally involved with cluster analysis problems, the book gives enough algorithmic and practical details to facilitate working knowledge of specific clustering areas.

The E-Book Handbook of Cluster Analysis (Chapman & Hall/CRC Handbooks of Modern Statistical Methods) by Christian Hennig, Marina Meila, Fionn Murtagh, Roberto Rocci is available at the next formats: fb2, pdf, mobi.


Direct links for download E-book Handbook of Cluster Analysis (Chapman & Hall/CRC Handbooks of Modern Statistical Methods):

Handbook of Cluster Analysis (Chapman & Hall/CRC Handbooks of Modern Statistical Methods).fb2 (9.28 Mb)

Handbook of Cluster Analysis (Chapman & Hall/CRC Handbooks of Modern Statistical Methods).pdf (31.92 Mb)

Handbook of Cluster Analysis (Chapman & Hall/CRC Handbooks of Modern Statistical Methods).mobi (16.8 Mb)


Tags:

Download e-book Handbook of Cluster Analysis (Chapman & Hall/CRC Handbooks of Modern Statistical Methods) for free, handbook-of-cluster-analysis-chapman-hallcrc-handbooks-of-modern-statistical-methods.pdf, handbook-of-cluster-analysis-chapman-hallcrc-handbooks-of-modern-statistical-methods.fb2, download pdf books, download books free, download books fb2, mobi. Download book Handbook of Cluster Analysis (Chapman & Hall/CRC Handbooks of Modern Statistical Methods) for Kindle.

You may also like these books:

Mathematical Statistics And Limit Theorems: Festschrift In Honour Of Paul Deheuvels
Mathematical Statistics And Limit Theorems: Festschrift In Honour Of Paul Deheuvels

Mathematical Statistics And Limit Theorems: Festschrift In Honour Of Paul Deheuvels

Marc Hallin, David M Mason, Dietmar Pfeifer, Josef G. Steinebach

Bayesian Inference In The Social Sciences
Bayesian Inference In The Social Sciences

Bayesian Inference In The Social Sciences

Ivan Jeliazkov, Xin-She Yang

Applied Multivariate Statistical Analysis
Applied Multivariate Statistical Analysis

Applied Multivariate Statistical Analysis

Wolfgang Karl Hardle, Leopold Simar

Introduction To High-Dimensional Statistics (Chapman & Hall/CRC Monographs On Statistics & Applied Probability)
Introduction To High-Dimensional Statistics (Chapman & Hall/CRC Monographs On Statistics & Applied Probability)

Introduction To High-Dimensional Statistics (Chapman & Hall/CRC Monographs On Statistics & Applied Probability)

Christophe Giraud

Probability And Statistics For Engineering And The Sciences
Probability And Statistics For Engineering And The Sciences

Probability And Statistics For Engineering And The Sciences

Jay L. Devore

Applied Statistics For Engineers And Scientists
Applied Statistics For Engineers And Scientists

Applied Statistics For Engineers And Scientists

Jay L. Devore, Nicholas R. Farnum, Jimmy A. Doi

Managing Service Productivity: Using Frontier Efficiency Methodologies And Multicriteria Decision Making For Improving Service Performance ... In Operations Research & Management Science)
Managing Service Productivity: Using Frontier Efficiency Methodologies And Multicriteria Decision Making For Improving Service Performance ... In Operations Research & Management Science)

Managing Service Productivity: Using Frontier Efficiency Methodologies And Multicriteria Decision Making For Improving Service Performance ... In Operations Research & Management Science)

Ali Emrouznejad, Emilyn Cabanda