Ning Xiong

Big data stream learning based on hybridized Kalman filter and backpropagation through time method

2017

Most real-time control systems are often accompanied with various changes such as variations of working load and changes of the environment. Hence it is necessary to perform real-time process modeling so that the model can …

Federated Fuzzy Learning with Imbalanced Data

2021 · 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)

Federated learning (FL) is an emerging and privacy-preserving machine learning technique that is shown to be increasingly important in the digital age. The two challenging issues for FL are: (1) communication overhead between clients and …