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October 2024
A Robust Pseudo Fuzzy Rough Feature Selection Using Linear Reconstruction Measure
- Lin Qiu,
- Xingwei Wang,
- Yanpeng Qu,
- Kaimin Zhang,
- Fei Gao,
- Bo Yi,
- Keqin Li
IEEE Transactions on Fuzzy Systems (TOFS), Volume 32, Issue 10Pages 5687–5701https://doi.org/10.1109/TFUZZ.2024.3424809
Fuzzy-rough sets (FRS) provide an outstanding theoretical tool for feature selection (FS). Whilst promising, the FRS model is sensitive to noisy information and ineffectively applicable to the data with large class density difference, with existing FRS-...
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