Classification and Multivariate Analysis for Complex Data Structures

Bernard Fichet & Domenico Piccolo

Bernard Fichet & Domenico Piccolo
Classification and Multivariate Analysis for Complex Data Structures [PDF ebook]

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Sampul Bernard Fichet & Domenico Piccolo: Classification and Multivariate Analysis for Complex Data Structures (PDF)

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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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.

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Bahasa Inggris ● Format PDF ● Halaman 473 ● ISBN 9783642133121 ● Ukuran file 8.3 MB ● Usia 02-99 tahun ● Editor Bernard Fichet & Domenico Piccolo ● Penerbit Springer Berlin ● Kota Heidelberg ● Negara DE ● Diterbitkan 2011 ● Diunduh 24 bulan ● Mata uang EUR ● ID 2171962 ● Perlindungan salinan DRM sosial

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