Jul 19, 2017 � We also show that HID-TSK-FC is mathematically equivalent to a novel TSK fuzzy classifier with shared interpretable linguistic fuzzy rules.

Wang et al. [40] invented a hierarchical TSK fuzzy classifier with shared linguistic fuzzy rules by opening the manifold structure of the original input space,�...

May 31, 2018 � : DEEP TAKAGI–SUGENO–KANG FUZZY CLASSIFIER WITH SHARED LINGUISTIC FUZZY RULES. 1541 linguistic meaning: low (L1), medium (M1), and high (H1)�...

Feb 21, 2022 � "Deep Takagi-Sugeno-Kang Fuzzy Classifier with Shared Linguistic Fuzzy Rules" by Y.Zhang, H. Ishibuchi (2017). (Download "breast-cancer�...

The Takagi-Sugeno-Kang (TSK) FS utilizes parameter estimation methods within the FS to determine system parameters, enabling precise outputs of fuzzy rules [11]�...

Apr 6, 2022 � This work attempts to develop a novel wide interpretable Gaussian Takagi–Sugeno–Kang (TSK) fuzzy classifier (WIG-TSK) by simultaneously training all the�...

Jul 29, 2024 � STSK as an interpretable classifier consists of interpretable fuzzy rules with powerful representation ability on explicit physical features,�...

Sep 24, 2024 � This study proposes a novel deep-stacked fully interpretable and more generalization Takagi-Sugeno-Kang fuzzy system (D-FIMG-TSK) to obtain�...

A wide interpretable Gaussian Takagi–Sugeno–Kang fuzzy classifier and its incremental learning � List of references � Publications that cite this publication.

Sep 24, 2021 � TSK fuzzy classifier can generate interpretable fuzzy rules showing the reasoning process. However, when facing high-dimensional data, the�...