1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2023
INGB: Informed Nonlinear Granular Ball Oversampling Framework for Noisy Imbalanced Classification
Min Li, Hao Zhou, Qun Liu +2
In classification problems, the datasets are usually imbalanced, noisy or complex. Most sampling algorithms only make some improvements to the linear sampling mechanism of the synt…
cs.LG2022★ 1 cited
Granular-Ball Fuzzy Set and Its Implementation in SVM
Shuyin Xia, Xiaoyu Lian, Guoyin Wang +2
Most existing fuzzy set methods use points as their input, which is the finest granularity from the perspective of granular computing. Consequently, these methods are neither effic…