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Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of Data

In this book, the following three approaches to data analysis are presented:  - Test Theory, founded by Sergei V. Yablonskii (1924-1998); the first publications appeared in 1955 and 1958, -           Rough Sets, founded by Zdzisław I. Pawlak (1926-2006); the first publications appeared in 1981 and 1...

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Detalles Bibliográficos
Autores principales: Chikalov, Igor, Lozin, Vadim, Lozina, Irina, Moshkov, Mikhail, Nguyen, Hung Son, Skowron, Andrzej, Zielosko, Beata
Lenguaje:eng
Publicado: Springer 2013
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-642-28667-4
http://cds.cern.ch/record/1500266
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author Chikalov, Igor
Lozin, Vadim
Lozina, Irina
Moshkov, Mikhail
Nguyen, Hung Son
Skowron, Andrzej
Zielosko, Beata
author_facet Chikalov, Igor
Lozin, Vadim
Lozina, Irina
Moshkov, Mikhail
Nguyen, Hung Son
Skowron, Andrzej
Zielosko, Beata
author_sort Chikalov, Igor
collection CERN
description In this book, the following three approaches to data analysis are presented:  - Test Theory, founded by Sergei V. Yablonskii (1924-1998); the first publications appeared in 1955 and 1958, -           Rough Sets, founded by Zdzisław I. Pawlak (1926-2006); the first publications appeared in 1981 and 1982, -           Logical Analysis of Data, founded by Peter L. Hammer (1936-2006); the first publications appeared in 1986 and 1988. These three approaches have much in common, but researchers active in one of these areas often have a limited knowledge about the results and methods developed in the other two. On the other hand, each of the approaches shows some originality and we believe that the exchange of knowledge can stimulate further development of each of them. This can lead to new theoretical results and real-life applications and, in particular, new results based on combination of these three data analysis approaches can be expected.
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institution Organización Europea para la Investigación Nuclear
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publishDate 2013
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spelling cern-15002662021-04-22T00:01:56Zdoi:10.1007/978-3-642-28667-4http://cds.cern.ch/record/1500266engChikalov, IgorLozin, VadimLozina, IrinaMoshkov, MikhailNguyen, Hung SonSkowron, AndrzejZielosko, BeataThree Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of DataEngineeringIn this book, the following three approaches to data analysis are presented:  - Test Theory, founded by Sergei V. Yablonskii (1924-1998); the first publications appeared in 1955 and 1958, -           Rough Sets, founded by Zdzisław I. Pawlak (1926-2006); the first publications appeared in 1981 and 1982, -           Logical Analysis of Data, founded by Peter L. Hammer (1936-2006); the first publications appeared in 1986 and 1988. These three approaches have much in common, but researchers active in one of these areas often have a limited knowledge about the results and methods developed in the other two. On the other hand, each of the approaches shows some originality and we believe that the exchange of knowledge can stimulate further development of each of them. This can lead to new theoretical results and real-life applications and, in particular, new results based on combination of these three data analysis approaches can be expected.Springeroai:cds.cern.ch:15002662013
spellingShingle Engineering
Chikalov, Igor
Lozin, Vadim
Lozina, Irina
Moshkov, Mikhail
Nguyen, Hung Son
Skowron, Andrzej
Zielosko, Beata
Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of Data
title Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of Data
title_full Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of Data
title_fullStr Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of Data
title_full_unstemmed Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of Data
title_short Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of Data
title_sort three approaches to data analysis: test theory, rough sets and logical analysis of data
topic Engineering
url https://dx.doi.org/10.1007/978-3-642-28667-4
http://cds.cern.ch/record/1500266
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