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20182022
most citedOptimize TSK Fuzzy Systems for Classification Problems: Mini-Batch Gradient Descent with Uniform Regularization and Batch Normalization

121 citations · 143 across the 10 of their papers we have counts for

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cs.LG2021★ 3 cited

Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions

Yuqi Cui, Dongrui Wu, Yifan Xu

Takagi-Sugeno-Kang (TSK) fuzzy system with Gaussian membership functions (MFs) is one of the most widely used fuzzy systems in machine learning. However, it usually has difficulty…