37 citations · 64 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 27 cited
Federated Fuzzy Neural Network with Evolutionary Rule Learning
Leijie Zhang, Ye Shi, Yu-Cheng Chang +1
Distributed fuzzy neural networks (DFNNs) have attracted increasing attention recently due to their learning abilities in handling data uncertainties in distributed scenarios. Howe…
eess.SY2022
Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control
Zixuan Zhang, Yuning Jiang, Yuanming Shi +2
With the recent advances in mobile energy storage technologies, electric vehicles (EVs) have become a crucial part of smart grids. When EVs participate in the demand response progr…
cs.LG2022★ 37 cited
Hierarchical fuzzy neural networks with privacy preservation for heterogeneous big data
Leijie Zhang, Ye Shi, Yu-Cheng Chang +1
Heterogeneous big data poses many challenges in machine learning. Its enormous scale, high dimensionality, and inherent uncertainty make almost every aspect of machine learning dif…