Efficient Selection of Data Mining Method
Data mining tools can access large amounts of data and find patterns that can solve various problems, often with surprising solutions. We have analyzed the data mining methods, techniques and algorithms with their characteristics, with their advantages and weakness. Taking into account the tasks...
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Eftimie Murgu University of Resita
2011-10-01
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Series: | Analele Universităţii "Eftimie Murgu" Reşiţa: Fascicola I, Inginerie |
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Online Access: | http://anale-ing.uem.ro/2011/C14.pdf |
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doaj-1da5c3bba291458ab732edcfc8661b942020-11-25T02:23:01ZengEftimie Murgu University of ResitaAnalele Universităţii "Eftimie Murgu" Reşiţa: Fascicola I, Inginerie1453-73971453-73972011-10-01XVIII3101108Efficient Selection of Data Mining MethodMirela Danubianu0Tiberiu Socaciu1Stefan cel Mare University of SuceavaStefan cel Mare University of SuceavaData mining tools can access large amounts of data and find patterns that can solve various problems, often with surprising solutions. We have analyzed the data mining methods, techniques and algorithms with their characteristics, with their advantages and weakness. Taking into account the tasks to be resolved in order to discover the different types of knowledge, the kind of databases to work on and the type of data, as well as the area for which on desire the implementation of the data mining system we have try to find a way to efficiently choose the proper methods in a given situation. ExpertDM system has the aim to find the best data mining methods for solving a task and specifying the transformation which need to be made for bringing the data at a proper form for applying these methods. http://anale-ing.uem.ro/2011/C14.pdfdata miningexpert system |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mirela Danubianu Tiberiu Socaciu |
spellingShingle |
Mirela Danubianu Tiberiu Socaciu Efficient Selection of Data Mining Method Analele Universităţii "Eftimie Murgu" Reşiţa: Fascicola I, Inginerie data mining expert system |
author_facet |
Mirela Danubianu Tiberiu Socaciu |
author_sort |
Mirela Danubianu |
title |
Efficient Selection of Data Mining Method |
title_short |
Efficient Selection of Data Mining Method |
title_full |
Efficient Selection of Data Mining Method |
title_fullStr |
Efficient Selection of Data Mining Method |
title_full_unstemmed |
Efficient Selection of Data Mining Method |
title_sort |
efficient selection of data mining method |
publisher |
Eftimie Murgu University of Resita |
series |
Analele Universităţii "Eftimie Murgu" Reşiţa: Fascicola I, Inginerie |
issn |
1453-7397 1453-7397 |
publishDate |
2011-10-01 |
description |
Data mining tools can access large amounts of data and find patterns
that can solve various problems, often with surprising solutions. We
have analyzed the data mining methods, techniques and algorithms
with their characteristics, with their advantages and weakness. Taking
into account the tasks to be resolved in order to discover the different
types of knowledge, the kind of databases to work on and the type of
data, as well as the area for which on desire the implementation of the
data mining system we have try to find a way to efficiently choose the
proper methods in a given situation. ExpertDM system has the aim to
find the best data mining methods for solving a task and specifying the
transformation which need to be made for bringing the data at a
proper form for applying these methods. |
topic |
data mining expert system |
url |
http://anale-ing.uem.ro/2011/C14.pdf |
work_keys_str_mv |
AT mireladanubianu efficientselectionofdataminingmethod AT tiberiusocaciu efficientselectionofdataminingmethod |
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1724860387228123136 |