no code implementations • 21 Apr 2023 • Shuyin Xia, Guoyin Wang, Xinbo Gao, Xiaoyu Lian
This mechanism inherently possesses an adaptive multi-granularity description capacity, resulting in computational traits such as efficiency, robustness, and interpretability.
no code implementations • 21 Oct 2022 • Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Xinbo Gao, Yabin Shao
Most existing fuzzy set methods use points as their input, which is the finest granularity from the perspective of granular computing.
1 code implementation • 6 Oct 2022 • Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Xinbo Gao, Jiancu Chen, Xiaoli Peng
Furthermore, a particle swarm optimization algorithm is designed to solve the dual model.
no code implementations • 20 Sep 2022 • Shihe Wang, Jianfeng Ren, Xiaoyu Lian, Ruibin Bai, Xudong Jiang
In this paper, we propose a feature augmentation method employing a stack auto-encoder to reduce the noise in the data and boost the discriminant power of naive Bayes.
