Cargando…

Classification, (big) data analysis and statistical learning

This edited book focuses on the latest developments in classification, statistical learning, data analysis and related areas of data science, including statistical analysis of large datasets, big data analytics, time series clustering, integration of data from different sources, as well as social ne...

Descripción completa

Detalles Bibliográficos
Autores principales: Mola, Francesco, Conversano, Claudio, Vichi, Maurizio
Lenguaje:eng
Publicado: Springer 2018
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-55708-3
http://cds.cern.ch/record/2307115
_version_ 1780957617441472512
author Mola, Francesco
Conversano, Claudio
Vichi, Maurizio
author_facet Mola, Francesco
Conversano, Claudio
Vichi, Maurizio
author_sort Mola, Francesco
collection CERN
description This edited book focuses on the latest developments in classification, statistical learning, data analysis and related areas of data science, including statistical analysis of large datasets, big data analytics, time series clustering, integration of data from different sources, as well as social networks. It covers both methodological aspects as well as applications to a wide range of areas such as economics, marketing, education, social sciences, medicine, environmental sciences and the pharmaceutical industry. In addition, it describes the basic features of the software behind the data analysis results, and provides links to the corresponding codes and data sets where necessary. This book is intended for researchers and practitioners who are interested in the latest developments and applications in the field. The peer-reviewed contributions were presented at the 10th Scientific Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, held in Santa Margherita di Pula (Cagliari), Italy, October 8–10, 2015.
id cern-2307115
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2018
publisher Springer
record_format invenio
spelling cern-23071152021-04-21T18:53:46Zdoi:10.1007/978-3-319-55708-3http://cds.cern.ch/record/2307115engMola, FrancescoConversano, ClaudioVichi, MaurizioClassification, (big) data analysis and statistical learningMathematical Physics and MathematicsThis edited book focuses on the latest developments in classification, statistical learning, data analysis and related areas of data science, including statistical analysis of large datasets, big data analytics, time series clustering, integration of data from different sources, as well as social networks. It covers both methodological aspects as well as applications to a wide range of areas such as economics, marketing, education, social sciences, medicine, environmental sciences and the pharmaceutical industry. In addition, it describes the basic features of the software behind the data analysis results, and provides links to the corresponding codes and data sets where necessary. This book is intended for researchers and practitioners who are interested in the latest developments and applications in the field. The peer-reviewed contributions were presented at the 10th Scientific Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, held in Santa Margherita di Pula (Cagliari), Italy, October 8–10, 2015.Springeroai:cds.cern.ch:23071152018
spellingShingle Mathematical Physics and Mathematics
Mola, Francesco
Conversano, Claudio
Vichi, Maurizio
Classification, (big) data analysis and statistical learning
title Classification, (big) data analysis and statistical learning
title_full Classification, (big) data analysis and statistical learning
title_fullStr Classification, (big) data analysis and statistical learning
title_full_unstemmed Classification, (big) data analysis and statistical learning
title_short Classification, (big) data analysis and statistical learning
title_sort classification, (big) data analysis and statistical learning
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-55708-3
http://cds.cern.ch/record/2307115
work_keys_str_mv AT molafrancesco classificationbigdataanalysisandstatisticallearning
AT conversanoclaudio classificationbigdataanalysisandstatisticallearning
AT vichimaurizio classificationbigdataanalysisandstatisticallearning