Keyword

knowledge reduction

Description: A process in rough-set and information-system analysis that removes redundant knowledge attributes while preserving decision-relevant information.

Primary topic: Rough Sets and Fuzzy Logic (82%)

Related topic: Rough Sets and Fuzzy Logic (82%)

OpenAlex ID: keywords/knowledge-reduction

Granular Computing and Knowledge Reduction in Formal Contexts

2008 · Wei-Zhi Wu, Yee Leung, et al. · IEEE Transactions on Knowledge and Data Engineering · 378

Approaches to knowledge reduction based on variable precision rough set model

2003 · J Mi · Information Sciences · 375

Incomplete decision contexts: Approximate concept construction, rule acquisition and knowledge reduction

2012 · Jinhai Li, Changlin Mei, et al. · International Journal of Approximate Reasoning · 266

Comparative study of alternative types of knowledge reduction in inconsistent systems

2000 · Marzena Kryszkiewicz · International Journal of Intelligent Systems · 248

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Learning fuzzy rules from fuzzy samples based on rough set technique

2007 · Xizhao Wang, Eric C.C. Tsang, et al. · Information Sciences · 215

Knowledge reduction in random information systems via Dempster–Shafer theory of evidence

2004 · Wei-Zhi Wu, Mei Zhang, et al. · Information Sciences · 207

Dominance-based rough set approach and knowledge reductions in incomplete ordered information system

2007 · X YANG, J YANG, et al. · Information Sciences · 189

Approaches to knowledge reductions in inconsistent systems

2003 · Wen-Xiu Zhang, Ju-Sheng Mi, et al. · International Journal of Intelligent Systems · 189

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The Algorithm on Knowledge Reduction in Incomplete Information Systems

2002 · JIYE LIANG, ZONGBEN XU · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 161

A Heuristic Algorithm for Reduction of Knowledge

1999 · Miao Duo · Journal of Computer Research and Development · 158

Knowledge reduction in decision formal contexts

2011 · Jinhai Li, Changlin Mei, et al. · Knowledge-Based Systems · 151

Fuzzy rough set theory for the interval-valued fuzzy information systems

2008 · Bingzhen Sun, Zengtai Gong, et al. · Information Sciences · 150

Feature selection using rough entropy-based uncertainty measures in incomplete decision systems

2012 · Lin Sun, Jiucheng Xu, et al. · Knowledge-Based Systems · 129

Attribute reduction theory of concept lattice based on decision formal contexts

2008 · Ling Wei, JianJun Qi, et al. · Science in China Series F Information Sciences · 120

Relations of attribute reduction between object and property oriented concept lattices

2008 · Xia Wang, Wenxiu Zhang · Knowledge-Based Systems · 118

Knowledge reduction in real decision formal contexts

2011 · Jinhai Li, Changlin Mei, et al. · Information Sciences · 107

Relation between concept lattice reduction and rough set reduction

2010 · Ling Wei, Jian-Jun Qi · Knowledge-Based Systems · 107

Approaches to attribute reduction in concept lattices induced by axialities

2010 · Ju-Sheng Mi, Yee Leung, et al. · Knowledge-Based Systems · 107

Attribute reduction theory and approach to concept lattice

2005 · Zhang, WenXiu, et al. · Acta Scientiarum Naturalium Universitatis Sunyatseni · 104

Attribute Reduction in Concept Lattice Based on Discernibility Matrix

2005 · Wen-Xiu Zhang, Ling Wei, et al. · Lecture notes in computer science · 92

On rule acquisition in decision formal contexts

2013 · Jinhai Li, Changlin Mei, et al. · International Journal of Machine Learning and Cybernetics · 87

Multiple granulation rough set approach to ordered information systems

2012 · Weihua Xu, Wenxin Sun, et al. · International Journal of General Systems · 87

A rough set approach to knowledge reduction based on inclusion degree and evidence reasoning theory

2003 · Mei Zhang, Li Da Xu, et al. · Expert Systems · 87

Knowledge reduction in formal contexts using non-negative matrix factorization

2014 · Aswani Kumar Ch., Sérgio M. Dias, et al. · Mathematics and Computers in Simulation · 83

Rough set and fuzzy wavelet neural network integrated with least square weighted fusion algorithm based fault diagnosis research for power transformers

2007 · Lixin Dong, Dengming Xiao, et al. · Electric Power Systems Research · 81

Works count: 778

Citation count: 7,197