8th International Conference on Soft Methods in Probability and Statistics

This proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016) held in Rome (Italy). The book is dedicated to Data science which aims at developing automated methods to analyze massive amounts of...

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Detalles Bibliográficos
Autores principales: Ferraro, Maria, Giordani, Paolo, Vantaggi, Barbara, Gagolewski, Marek, Gil, María, Grzegorzewski, Przemysław, Hryniewicz, Olgierd
Lenguaje:eng
Publicado: Springer 2017
Materias:
Engineering
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-42972-4
http://cds.cern.ch/record/2240841
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author Ferraro, Maria
Giordani, Paolo
Vantaggi, Barbara
Gagolewski, Marek
Gil, María
Grzegorzewski, Przemysław
Hryniewicz, Olgierd
author_facet Ferraro, Maria
Giordani, Paolo
Vantaggi, Barbara
Gagolewski, Marek
Gil, María
Grzegorzewski, Przemysław
Hryniewicz, Olgierd
author_sort Ferraro, Maria
collection CERN
description This proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016) held in Rome (Italy). The book is dedicated to Data science which aims at developing automated methods to analyze massive amounts of data and to extract knowledge from them. It shows how Data science employs various programming techniques and methods of data wrangling, data visualization, machine learning, probability and statistics. The soft methods proposed in this volume represent a collection of tools in these fields that can also be useful for data science.
id cern-2240841
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
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spelling cern-22408412021-04-22T06:39:14Zdoi:10.1007/978-3-319-42972-4http://cds.cern.ch/record/2240841engFerraro, MariaGiordani, PaoloVantaggi, BarbaraGagolewski, MarekGil, MaríaGrzegorzewski, PrzemysławHryniewicz, Olgierd8th International Conference on Soft Methods in Probability and StatisticsEngineeringThis proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016) held in Rome (Italy). The book is dedicated to Data science which aims at developing automated methods to analyze massive amounts of data and to extract knowledge from them. It shows how Data science employs various programming techniques and methods of data wrangling, data visualization, machine learning, probability and statistics. The soft methods proposed in this volume represent a collection of tools in these fields that can also be useful for data science.Springeroai:cds.cern.ch:22408412017
spellingShingle Engineering
Ferraro, Maria
Giordani, Paolo
Vantaggi, Barbara
Gagolewski, Marek
Gil, María
Grzegorzewski, Przemysław
Hryniewicz, Olgierd
8th International Conference on Soft Methods in Probability and Statistics
title 8th International Conference on Soft Methods in Probability and Statistics
title_full 8th International Conference on Soft Methods in Probability and Statistics
title_fullStr 8th International Conference on Soft Methods in Probability and Statistics
title_full_unstemmed 8th International Conference on Soft Methods in Probability and Statistics
title_short 8th International Conference on Soft Methods in Probability and Statistics
title_sort 8th international conference on soft methods in probability and statistics
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-42972-4
http://cds.cern.ch/record/2240841
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