Data Mining and Knowledge Discovery via Logic-Based Methods

There are many approaches to data mining and knowledge discovery (DM&KD), including neural networks, closest neighbor methods, and various statistical methods. This monograph, however, focuses on the development and use of a novel approach, based on mathematical logic, that the author and his re...

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Detalles Bibliográficos
Autor principal: Triantaphyllou, Evangelos
Lenguaje:eng
Publicado: Springer 2010
Materias:
Computing and Computers
Acceso en línea:https://dx.doi.org/10.1007/978-1-4419-1630-3
http://cds.cern.ch/record/1412755
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author Triantaphyllou, Evangelos
author_facet Triantaphyllou, Evangelos
author_sort Triantaphyllou, Evangelos
collection CERN
description There are many approaches to data mining and knowledge discovery (DM&KD), including neural networks, closest neighbor methods, and various statistical methods. This monograph, however, focuses on the development and use of a novel approach, based on mathematical logic, that the author and his research associates have worked on over the last 20 years. The methods presented in the book deal with key DM&KD issues in an intuitive manner and in a natural sequence. Compared to other DM&KD methods, those based on mathematical logic offer a direct and often intuitive approach for extracting easily int
id cern-1412755
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2010
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spelling cern-14127552021-04-22T00:44:18Zdoi:10.1007/978-1-4419-1630-3http://cds.cern.ch/record/1412755engTriantaphyllou, EvangelosData Mining and Knowledge Discovery via Logic-Based MethodsComputing and ComputersThere are many approaches to data mining and knowledge discovery (DM&KD), including neural networks, closest neighbor methods, and various statistical methods. This monograph, however, focuses on the development and use of a novel approach, based on mathematical logic, that the author and his research associates have worked on over the last 20 years. The methods presented in the book deal with key DM&KD issues in an intuitive manner and in a natural sequence. Compared to other DM&KD methods, those based on mathematical logic offer a direct and often intuitive approach for extracting easily intSpringeroai:cds.cern.ch:14127552010
spellingShingle Computing and Computers
Triantaphyllou, Evangelos
Data Mining and Knowledge Discovery via Logic-Based Methods
title Data Mining and Knowledge Discovery via Logic-Based Methods
title_full Data Mining and Knowledge Discovery via Logic-Based Methods
title_fullStr Data Mining and Knowledge Discovery via Logic-Based Methods
title_full_unstemmed Data Mining and Knowledge Discovery via Logic-Based Methods
title_short Data Mining and Knowledge Discovery via Logic-Based Methods
title_sort data mining and knowledge discovery via logic-based methods
topic Computing and Computers
url https://dx.doi.org/10.1007/978-1-4419-1630-3
http://cds.cern.ch/record/1412755
work_keys_str_mv AT triantaphyllouevangelos dataminingandknowledgediscoveryvialogicbasedmethods

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