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Outlier analysis

With the increasing advances in hardware technology for data collection, and advances in software technology (databases) for data organization, computer scientists have increasingly participated in the latest advancements of the outlier analysis field. Computer scientists, specifically, approach thi...

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Autor principal: Aggarwal, Charu C
Lenguaje:eng
Publicado: Springer 2013
Materias:
Acceso en línea:http://cds.cern.ch/record/1618423
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author Aggarwal, Charu C
author_facet Aggarwal, Charu C
author_sort Aggarwal, Charu C
collection CERN
description With the increasing advances in hardware technology for data collection, and advances in software technology (databases) for data organization, computer scientists have increasingly participated in the latest advancements of the outlier analysis field. Computer scientists, specifically, approach this field based on their practical experiences in managing large amounts of data, and with far fewer assumptions- the data can be of any type, structured or unstructured, and may be extremely large.Outlier Analysis is a comprehensive exposition, as understood by data mining experts, statisticians and
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institution Organización Europea para la Investigación Nuclear
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spelling cern-16184232021-04-21T21:58:09Zhttp://cds.cern.ch/record/1618423engAggarwal, Charu COutlier analysisMathematical Physics and Mathematics With the increasing advances in hardware technology for data collection, and advances in software technology (databases) for data organization, computer scientists have increasingly participated in the latest advancements of the outlier analysis field. Computer scientists, specifically, approach this field based on their practical experiences in managing large amounts of data, and with far fewer assumptions- the data can be of any type, structured or unstructured, and may be extremely large.Outlier Analysis is a comprehensive exposition, as understood by data mining experts, statisticians and Springeroai:cds.cern.ch:16184232013
spellingShingle Mathematical Physics and Mathematics
Aggarwal, Charu C
Outlier analysis
title Outlier analysis
title_full Outlier analysis
title_fullStr Outlier analysis
title_full_unstemmed Outlier analysis
title_short Outlier analysis
title_sort outlier analysis
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/1618423
work_keys_str_mv AT aggarwalcharuc outlieranalysis