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Attribute reduction with pessimistic multigranulation rough sets in relation systems

delete2025-06-13
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PRE
AI
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Yehai Xie
DOI:10.1016/j.ijar.2025.109515delete
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Abstract

Abstract

En 中文
• Pessimistic reduction and pessimistic lower/upper approximate distribution reductions in arbitrary relations are defined. • Discernibility matrix-based algorithms for the three types of reductions are developed. • Experimental results demonstrate the effectiveness of the proposed algorithms.

Journal

International Journal of Approximate Reasoning cover
International Journal of Approximate Reasoning
IF:
3
Papers:
3.0K
Citations:
5.1K

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Cited Papers

Cited Papers

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MGRS: A multi-granulation rough set
err2010-03-01
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errYuhua Qian; Jiye Liang; Yiyu Yao; Chuangyin Dang
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Reduction foundation with multigranulation rough sets using discernibility
err2019-07-13
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PREAI
errTan, Anhui; Wu, Wei-Zhi; Li, Jinjin; Li, Tongjun
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Attribute reduction approaches for general relation decision systems
err2015-11-01
err31
PREAI
errLiu, Guilong; Li, Ling; Yang, Jitao; Feng, Yanbin; Zhu, Kai
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Reduction approaches for fuzzy covering systems
err2025-03-01
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PREAI
errFeng, Yanbin; Xie, Yehai; Liu, Guilong
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