Feature selection using self-information uncertainty measures in neighborhood information systems
Author:
Funder
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
https://link.springer.com/content/pdf/10.1007/s10489-022-03760-5.pdf
Reference56 articles.
1. Lin EL, Chen Q, Qi XM (2020) Deep reinforcement learning for imbalanced classification. Appl Intell 50(8):2488–2502
2. Bai SX, Lin YJ, Lv Y, Chen JK, Wang CX (2021) Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification. Appl Intell 51(3):1602–1615
3. Sharmin S, Shoyaib M, Ali AA (2019) Simultaneous feature selection and discretization based on mutual information. Pattern Recognit 91:162–174
4. Bugata P, Drotar P (2020) On some aspects of minimum redundancy maximum relevance feature selection. Sci China Inf Sci. https://doi.org/10.1007/s11432-019-2633-y
5. Gao WF, Hu L, Zhang P, He JL (2018) Feature selection considering the composition of feature relevancy. Pattern Recognit Letters 112:70–74
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