书目名称 | Classification and Multivariate Analysis for Complex Data Structures |
编辑 | Bernard Fichet,Domenico Piccolo,Maurizio Vichi |
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概述 | Latest advances in data analysis methods for multidimensional data.With contributions by international experts.Special attention to new methodological contributions from theoretical and applicative po |
丛书名称 | Studies in Classification, Data Analysis, and Knowledge Organization |
图书封面 |  |
描述 | 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, andto 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 fromboth 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. |
出版日期 | Conference proceedings 2011 |
关键词 | Classification; Data Mining; Multidimensional Data; Multivariate Data Analysis; Optimal Scaling |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-13312-1 |
isbn_softcover | 978-3-642-13311-4 |
isbn_ebook | 978-3-642-13312-1Series ISSN 1431-8814 Series E-ISSN 2198-3321 |
issn_series | 1431-8814 |
copyright | Springer-Verlag Berlin Heidelberg 2011 |