A class-specific feature selection and classification approach using neighborhood rough set and K-nearest neighbor theories
Author:
Funder
Australian Research Council
Publisher
Elsevier BV
Subject
Software
Reference49 articles.
1. Fuzzy entropies for class-specific and classification-based attribute reducts in three-way probabilistic rough set models;Ma;Int. J. Mach. Learn. Cybern.,2021
2. A fast algorithm for local feature selection in data classification;Hoseininejad;Expert Syst.,2019
3. Rough sets;Pawlak;Int. J. Comput. Inf. Sci.,1982
4. Rough sets;Pawlak;Commun. ACM,1995
5. Mixed feature selection based on granulation and approximation;Hu;Knowl.-Based Syst.,2008
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