000 03326nam a22005655i 4500
001 978-3-642-13312-1
003 DE-He213
005 20140220083744.0
007 cr nn 008mamaa
008 110303s2011 gw | s |||| 0|eng d
020 _a9783642133121
_9978-3-642-13312-1
024 7 _a10.1007/978-3-642-13312-1
_2doi
050 4 _aQA276-280
072 7 _aPBT
_2bicssc
072 7 _aMAT029000
_2bisacsh
082 0 4 _a519.5
_223
100 1 _aFichet, Bernard.
_eeditor.
245 1 0 _aClassification and Multivariate Analysis for Complex Data Structures
_h[electronic resource] /
_cedited by Bernard Fichet, Domenico Piccolo, Rosanna Verde, Maurizio Vichi.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2011.
300 _aXIX, 473p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Classification, Data Analysis, and Knowledge Organization,
_x1431-8814
505 0 _aKey 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.
520 _aThe 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.
650 0 _aStatistics.
650 0 _aData structures (Computer science).
650 0 _aComputer science.
650 0 _aMultimedia systems.
650 0 _aDistribution (Probability theory).
650 0 _aMathematical statistics.
650 1 4 _aStatistics.
650 2 4 _aStatistical Theory and Methods.
650 2 4 _aProbability and Statistics in Computer Science.
650 2 4 _aData Structures, Cryptology and Information Theory.
650 2 4 _aProbability Theory and Stochastic Processes.
650 2 4 _aMultimedia Information Systems.
700 1 _aPiccolo, Domenico.
_eeditor.
700 1 _aVerde, Rosanna.
_eeditor.
700 1 _aVichi, Maurizio.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642133114
830 0 _aStudies in Classification, Data Analysis, and Knowledge Organization,
_x1431-8814
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-13312-1
912 _aZDB-2-SMA
999 _c106894
_d106894