Classification and Multivariate Analysis for Complex Data Structures | ISBN 9783642133114

Classification and Multivariate Analysis for Complex Data Structures

herausgegeben von Bernard Fichet, Domenico Piccolo, Rosanna Verde und Maurizio Vichi
Mitwirkende
Herausgegeben vonBernard Fichet
Herausgegeben vonDomenico Piccolo
Herausgegeben vonRosanna Verde
Herausgegeben vonMaurizio Vichi
Buchcover Classification and Multivariate Analysis for Complex Data Structures  | EAN 9783642133114 | ISBN 3-642-13311-8 | ISBN 978-3-642-13311-4

Classification and Multivariate Analysis for Complex Data Structures

herausgegeben von Bernard Fichet, Domenico Piccolo, Rosanna Verde und Maurizio Vichi
Mitwirkende
Herausgegeben vonBernard Fichet
Herausgegeben vonDomenico Piccolo
Herausgegeben vonRosanna Verde
Herausgegeben vonMaurizio Vichi
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.