03361nam 22006615 450 991025427790332120230724192723.03-319-55723-810.1007/978-3-319-55723-6(CKB)4340000000062039(MiAaPQ)EBC4900819(DE-He213)978-3-319-55723-6(PPN)20366910X(EXLCZ)99434000000006203920170704d2017 u| 0engurcnu||||||||rdacontentrdamediardacarrierData Science Innovative Developments in Data Analysis and Clustering /edited by Francesco Palumbo, Angela Montanari, Maurizio Vichi1st ed. 2017.Cham :Springer International Publishing :Imprint: Springer,2017.1 online resource (346 pages) color illustrationsStudies in Classification, Data Analysis, and Knowledge Organization,2198-33213-319-55722-X Includes bibliographical references.Preface -- Part I: Classification Methods for High-Dimensional Data -- Scientific Contributions -- Part II: Clustering Methods and Applications -- Scientific Contributions -- Part III: Multivariate Methods and Applications -- Scientific Contributions.This edited volume on the latest advances in data science covers a wide range of topics in the context of data analysis and classification. In particular, it includes contributions on classification methods for high-dimensional data, clustering methods, multivariate statistical methods, and various applications. The book gathers a selection of peer-reviewed contributions presented at the Fifteenth Conference of the International Federation of Classification Societies (IFCS2015), which was hosted by the Alma Mater Studiorum, University of Bologna, from July 5 to 8, 2015.Studies in Classification, Data Analysis, and Knowledge Organization,2198-3321StatisticsData miningMathematical statistics—Data processingBig dataStatistical Theory and MethodsData Mining and Knowledge DiscoveryStatistics and ComputingBig DataStatistics in Engineering, Physics, Computer Science, Chemistry and Earth SciencesStatistics in Business, Management, Economics, Finance, InsuranceStatistics.Data mining.Mathematical statistics—Data processing.Big data.Statistical Theory and Methods.Data Mining and Knowledge Discovery.Statistics and Computing.Big Data.Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.Statistics in Business, Management, Economics, Finance, Insurance.519.5Palumbo Francescoedthttp://id.loc.gov/vocabulary/relators/edtMontanari Angelaedthttp://id.loc.gov/vocabulary/relators/edtVichi Maurizioedthttp://id.loc.gov/vocabulary/relators/edtBOOK9910254277903321Data Science1562261UNINA