Classification and Multivariate Analysis for Complex Data Structures

Buch | Softcover
XIX, 473 Seiten
2011 | 2011
Springer Berlin (Verlag)
978-3-642-13311-4 (ISBN)
139,09 inkl. MwSt
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.

Key Notes.- Classification and Discrimination.- Data Mining.- Robustness and Classification.- Categorical Data and Latent Class Approach.- Latent Variables and Related Methods.- Symbolic, Multivalued and Conceptual Data Analysis.- Spatial, Temporal, Streaming and Functional Data Analysis.- Bio and Health Science.

Erscheint lt. Verlag 5.3.2011
Reihe/Serie Studies in Classification, Data Analysis, and Knowledge Organization
Zusatzinfo XIX, 473 p. 110 illus., 34 illus. in color.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 742 g
Themenwelt Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Schlagworte classification • Data Mining • multidimensional data • Multivariate Data Analysis • Optimal Scaling
ISBN-10 3-642-13311-8 / 3642133118
ISBN-13 978-3-642-13311-4 / 9783642133114
Zustand Neuware
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