An intelligent middleware for linear correlation discovery
Although it is widely accepted that research from data mining, knowledge discovery, and data warehousing should be synthesized, little research addresses the integration of existing data management and analysis software. We develop an intelligent middleware that facilitates linear correlation discov...
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2002
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sg-smu-ink.sis_research-10562018-06-21T08:55:11Z An intelligent middleware for linear correlation discovery CHUA, Cecil CHIANG, Roger Hsiang-Li LIM, Ee Peng Although it is widely accepted that research from data mining, knowledge discovery, and data warehousing should be synthesized, little research addresses the integration of existing data management and analysis software. We develop an intelligent middleware that facilitates linear correlation discovery, the discovery of associations between attributes and attribute groups. This middleware integrates data management and data analysis tools to improve traditional data analysis in three perspectives: (1) identify appropriate linear correlation functions to perform based on the semantics of a data set; (2) execute appropriate functions contained in the data analysis packages; and (3) derive useful knowledge from data analysis. 2002-03-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/57 info:doi/10.1016/S0167-9236(01)00127-0 https://ink.library.smu.edu.sg/context/sis_research/article/1056/viewcontent/1_s2.0_S0167923601001270_main.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Databases and Information Systems Numerical Analysis and Scientific Computing |
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Databases and Information Systems Numerical Analysis and Scientific Computing CHUA, Cecil CHIANG, Roger Hsiang-Li LIM, Ee Peng An intelligent middleware for linear correlation discovery |
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Although it is widely accepted that research from data mining, knowledge discovery, and data warehousing should be synthesized, little research addresses the integration of existing data management and analysis software. We develop an intelligent middleware that facilitates linear correlation discovery, the discovery of associations between attributes and attribute groups. This middleware integrates data management and data analysis tools to improve traditional data analysis in three perspectives: (1) identify appropriate linear correlation functions to perform based on the semantics of a data set; (2) execute appropriate functions contained in the data analysis packages; and (3) derive useful knowledge from data analysis. |
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CHUA, Cecil CHIANG, Roger Hsiang-Li LIM, Ee Peng |
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CHUA, Cecil CHIANG, Roger Hsiang-Li LIM, Ee Peng |
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CHUA, Cecil |
title |
An intelligent middleware for linear correlation discovery |
title_short |
An intelligent middleware for linear correlation discovery |
title_full |
An intelligent middleware for linear correlation discovery |
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An intelligent middleware for linear correlation discovery |
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An intelligent middleware for linear correlation discovery |
title_sort |
intelligent middleware for linear correlation discovery |
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Institutional Knowledge at Singapore Management University |
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2002 |
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https://ink.library.smu.edu.sg/sis_research/57 https://ink.library.smu.edu.sg/context/sis_research/article/1056/viewcontent/1_s2.0_S0167923601001270_main.pdf |
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