Feature Reduct of Decision Tables Based on Feature Matrix

Wei Dong ZHAO;Wei Hui DAI

Systems Engineering - Theory & Practice ›› 2003, Vol. 23 ›› Issue (3) : 65-69.

PDF(177 KB)
PDF(177 KB)
Systems Engineering - Theory & Practice ›› 2003, Vol. 23 ›› Issue (3) : 65-69. DOI: 10.12011/1000-6788(2003)3-65
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Feature Reduct of Decision Tables Based on Feature Matrix

  • Wei Dong ZHAO,Wei Hui DAI
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Abstract

Feature reduct of decision tables is important for rough analysis. To consistent decision tables, the minimal reduct has been proved to be NP-hard. Many heuristic algorithms, therefore, have been given but most of them depend on the core of decision tables, which is not easy to get, especially for large-scale decision tables. In this way, there exist some problems such as efficiency and the solution completeness in them. Based on feature matrix put forward for reduct of decision tables, a new method to solv...

Key words

rough set / feature reduct / heuristic algorithm / decision table / null value

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Wei Dong ZHAO , Wei Hui DAI. Feature Reduct of Decision Tables Based on Feature Matrix. Systems Engineering - Theory & Practice, 2003, 23(3): 65-69 https://doi.org/10.12011/1000-6788(2003)3-65
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