270 citations · 722 across the 20 of their papers we have counts for
4 papers · 1 filter
A Self-Constructing Multi-Expert Fuzzy System for High-dimensional Data Classification
Yingtao Ren, Yu-Cheng Chang, Thomas Do +2
Fuzzy Neural Networks (FNNs) are effective machine learning models for classification tasks, commonly based on the Takagi-Sugeno-Kang (TSK) fuzzy system. However, when faced with h…
Distributed Semi-supervised Fuzzy Regression with Interpolation Consistency Regularization
Ye Shi, Leijie Zhang, Zehong Cao +2
Recently, distributed semi-supervised learning (DSSL) algorithms have shown their effectiveness in leveraging unlabeled samples over interconnected networks, where agents cannot sh…
Reinforcement Learning from Hierarchical Critics
Zehong Cao, Chin-Teng Lin
In this study, we investigate the use of global information to speed up the learning process and increase the cumulative rewards of reinforcement learning (RL) in competition tasks…
Semi-supervised Feature Learning For Improving Writer Identification
Shiming Chen, Yisong Wang, Chin-Teng Lin +2
Data augmentation is usually used by supervised learning approaches for offline writer identification, but such approaches require extra training data and potentially lead to overf…