Classification, (big) data analysis and statistical learning
Author:
Publisher:
Springer
Pub. Date:
2018
Language:
English
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.
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Contributors:
ISBN:
9783319557090
9783319557083
9783319557083
Staff View
Grouping Information
Grouped Work ID | 50c31553-2f9f-a91e-a518-41b4a9688690 |
---|---|
Grouping Title | classification big data analysis and statistical learning |
Grouping Author | francesco mola |
Grouping Category | book |
Grouping Language | English (eng) |
Last Grouping Update | 2024-05-07 20:57:32PM |
Last Indexed | 2024-05-09 00:32:26AM |
Solr Fields
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0
auth_author2
Conversano, Claudio
Mola, Francesco
Vichi, Maurizio, 1959-
Mola, Francesco
Vichi, Maurizio, 1959-
author
Mola, Francesco
author2-role
Conversano, Claudio,editor
Mola, Francesco,editor
SpringerLink (Online Service)
Vichi, Maurizio,1959-editor
Mola, Francesco,editor
SpringerLink (Online Service)
Vichi, Maurizio,1959-editor
author_display
Mola, Francesco
display_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.
format_category_ccu
eBook
format_ccu
eBook
id
50c31553-2f9f-a91e-a518-41b4a9688690
isbn
9783319557083
9783319557090
9783319557090
last_indexed
2024-05-09T06:32:26.362Z
lexile_score
-1
literary_form
Non Fiction
literary_form_full
Non Fiction
primary_isbn
9783319557090
publishDate
2018
publisher
Springer
recordtype
grouped_work
series
Studies in classification data analysis and knowledge organization
series_with_volume
Studies in classification data analysis and knowledge organization|
subject_facet
Data mining
Databases
Electronic books
Estadística matemática
Estadística matemática
MATHEMATICS -- Applied
MATHEMATICS -- Probability & Statistics -- General
Mathematical & statistical software
Mathematical statistics
Mathematics
Nonfiction
Probability & statistics
Databases
Electronic books
Estadística matemática
Estadística matemática
MATHEMATICS -- Applied
MATHEMATICS -- Probability & Statistics -- General
Mathematical & statistical software
Mathematical statistics
Mathematics
Nonfiction
Probability & statistics
title_display
Classification, (big) data analysis and statistical learning
title_full
Classification, (big) data analysis and statistical learning / Francesco Mola, Claudio Conversano, Maurizio Vichi, editors
Classification, (big) data analysis and statistical learning [electronic resource]. Francesco Mola
Classification, (big) data analysis and statistical learning [electronic resource]. Francesco Mola
title_short
Classification, (big) data analysis and statistical learning
topic_facet
Applied
Data mining
Databases
Estadística matemática
Estadística matemática
General
MATHEMATICS
Mathematical & statistical software
Mathematical statistics
Mathematics
Nonfiction
Probability & Statistics
Probability & statistics
Data mining
Databases
Estadística matemática
Estadística matemática
General
MATHEMATICS
Mathematical & statistical software
Mathematical statistics
Mathematics
Nonfiction
Probability & Statistics
Probability & statistics
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scoping_details_ccu
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