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An intelligent middleware for linear correlation discovery

delete2002-03-01
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C
Cecil Eng Huang Chua
R
Roger H.L. Chiang *
E
Ee‐Peng Lim
DOI:10.1016/S0167-9236(01)00127-0delete
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摘要

摘要

En 中文
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 Elsevier Science B.V. All rights reserved.
Keyword:
software integration
middleware
data mining
knowledge discovery
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Decision Support Systems 封面图
Decision Support Systems
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3.8K
被引数:
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