ENGLISH

Classification and Multivariate Analysis for Complex Data Structures

By Edwin Diday (auth.) , Bernard Fichet , Domenico Piccolo , Rosanna Verde , Maurizio Vichi (eds.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2011
ISBN
3642133118, 9783642133114
DOI
10.1007/978-3-642-13312-1
ISSN
1431-8814
Google Books ID
ndRQRfLNwhwC
Language
english
Format
PDF
Filesize
9 MB (9712347 bytes)
Series
Studies in Classification, Data Analysis, and Knowledge Organization
Edition
1
Pages
473\494
Orientation
yes
Scanned
no
Time added
2011-08-31 04:54:40
Cryptology and Information Theory; Probability TheStatistical Theory and Methods; Probability and St

Description

The growing capabilities in generating and collecting data has risen an urgent need of new techniques and tools in order to analyze, classify and summarize statistical information, as well as to discover and characterize trends, and to automatically bag anomalies. This volume provides the latest advances in data analysis methods for multidimensional data which can present a complex structure: The book offers a selection of papers presented at the first Joint Meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society. Special attention is paid to new methodological contributions from both the theoretical and the applicative point of views, in the fields of Clustering, Classification, Time Series Analysis, Multidimensional Data Analysis, Knowledge Discovery from Large Datasets, Spatial Statistics.

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