00000cmm a22000004a 4500 UP-99796217611212198 Buklod 20230215085534.0 m go j cr |nu|||auu|a 140424s xx d u 9783642133121(eBook) 3642133126(eBook) (iLib)UPD-00214608382 DLC DML eng DMLUC QA276-280 QA 278 C53 2011eb Classification and multivariate analysis for complex data structures [electronic resource] byBernard Fichet ... [et al.], editors. Berkeley, Calif. Apress 2011. 1 online resource (xix, 473 p.)) Studies in classification, data analysis, and knowledge organization 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. IP-based subscription, access limited to within on campus computer network. Access via Electronic Resources of the UPD University Library Website. 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 Societe 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. Electronic reproduction. New York SpringerLink 2011. Available via World Wide Web through SpringerLink. Electronic books. Multivariate analysis congresses. Data mining congresses. Fichet, B. SpringerLink (Online service). Electronic Resource Available for University of the Philippines Diliman via SpringerLink. Click here to access http://www.springer.com/gp/book/9783642133114 FO Monograph UPD DMLR QA276-280 Electronic Resource