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Attribute Reduction of Neighborhood Rough Set Based on Discernment

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摘要 For neighborhood rough set attribute reduction algorithms based on dependency degree,a neighborhood computation method incorporating attribute weight values and a neighborhood rough set attribute reduction algorithm using discernment as the heuristic information was proposed.The reduction algorithm comprehensively considers the dependency degree and neighborhood granulation degree of attributes,allowing for a more accurate measurement of the importance degrees of attributes.Example analyses and experimental results demonstrate the feasibility and effectiveness of the algorithm.
作者 Biqing Wang
出处 《Journal of Electronic Research and Application》 2024年第1期80-85,共6页 电子研究与应用
基金 Anhui Provincial University Research Project(Project Number:2023AH051659) Tongling University Talent Research Initiation Fund Project(Project Number:2022tlxyrc31) Tongling University School-Level Scientific Research Project(Project Number:2021tlxytwh05) Tongling University Horizontal Project(Project Number:2023tlxyxdz237)。
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