Classification, Clustering, and Data Analysis

Recent Advances and Applications

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June 29, 2019 | History

Classification, Clustering, and Data Analysis

Recent Advances and Applications

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This book deals with recent developments in classification and data analysis and presents new topics which are of central interest to modern statistics. In particular, these include: classification models and clustering methods, multivariate data analysis, symbolic data, neural networks and learning devices, phylogeny and bioinformatics, new software systems for classification and data analysis, as well as applications in social, economic, biological, medical and other sciences. The book presents a long list of useful methods for classification, clustering and data analysis. By combining theoretical aspects with practical problems it is designed for researchers as well as for applied statisticians and will support the fast transfer of new methodological advances to a wide range of applications.

Publish Date
Language
English
Pages
508

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Previews available in: English

Edition Availability
Cover of: Classification, Clustering, and Data Analysis
Classification, Clustering, and Data Analysis: Recent Advances and Applications
2002, Springer Berlin Heidelberg
electronic resource : in English

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Book Details


Table of Contents

Clustering and Discrimination: Clustering; Cluster Validation; Discrimination
Multivariate Data Analysis and Statistics: Multivariate Data Analysis; Statistical Methods; Symbolic Data Analysis; Consensus Trees and Phylogenetics; Regression Trees; Neural Networks and Genetic Algorithms
Applications.

Edition Notes

Published in
Berlin, Heidelberg
Series
Studies in Classification, Data Analysis, and Knowledge Organization, 1431-8814, Studies in classification, data analysis, and knowledge organization

Classifications

Library of Congress
QA75.5-76.95

The Physical Object

Format
[electronic resource] :
Pagination
1 online resource (XI, 508 pages 84 illustrations).
Number of pages
508

ID Numbers

Open Library
OL27024557M
Internet Archive
classificationcl00hamp
ISBN 10
3642561810
ISBN 13
9783642561818
OCLC/WorldCat
840292150

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June 29, 2019 Created by MARC Bot import new book