Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization

DOI10.1016/j.ijar.2022.05.011OpenAlexW4281753855MaRDI QIDQ2169183

Dun Liu, Tianrui Li, Xin Yang, Hengrong Ju, Xibei Yang, Keyu Liu

Publication date: 2 September 2022

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ijar.2022.05.011

zbMATH Keywords

granular computingneighborhood rough setgene selectionmulti-granularity attribute reductiontrilevel thinking

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items (5)

Fast attribute reduction via inconsistent equivalence classes for large-scale data ⋮ Editorial. Uncertainty and three-way decision in data science ⋮ Attribute reduction with personalized information granularity of nearest mutual neighbors ⋮ Optimal granularity selection based on algorithm stability with application to attribute reduction in rough set theory ⋮ Bi-directional adaptive neighborhood rough sets based attribute subset selection

Cites Work

• Unnamed Item
• Adaptive neighborhood granularity selection and combination based on margin distribution optimization
• Theory and applications of granular labelled partitions in multi-scale decision tables
• Three-way decision and granular computing
• Pseudo-label neighborhood rough set: measures and attribute reductions
• Attribute group for attribute reduction
• Local temporal-spatial multi-granularity learning for sequential three-way granular computing
• Random sampling accelerator for attribute reduction
• Granular rough sets and granular shadowed sets: three-way approximations in Pawlak approximation spaces
• MGRS: a multi-granulation rough set
• Accelerator for supervised neighborhood based attribute reduction
• Three-way granular computing, rough sets, and formal concept analysis
• Rough sets
• Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification

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