Haiwen Chen

A novel deep learning method for the classification of power quality disturbances using deep convolutional neural network

Shouxiang Wang, Haiwen Chen · Applied Energy · 2018 · 394 citations

Convolutional Neural Network, Engineering, Machine Learning +5

Modeling and identification of parallel nonlinear systems: structural classification and parameter estimation methods

Haiwen Chen · Proceedings of the IEEE · 1995 · 90 citations

Parameter Estimation, Engineering, Structural Optimization +19

Adversarial training based lattice LSTM for Chinese clinical named entity recognition

Shan Zhao, Zhiping Cai, Haiwen Chen et al. · Journal of Biomedical Informatics · 2019 · 77 citations

Data-Driven EV Load Profiles Generation Using a Variational Auto-Encoder

Zhixin Pan, Jianming Wang, Wenlong Liao et al. · Energies · 2019 · 64 citations · Full text

Power Engineering, Engineering, Autoencoders +18

A novel smart meter data compression method via stacked convolutional sparse auto-encoder

Shouxiang Wang, Haiwen Chen, Lei Wu et al. · International Journal of Electrical Power & Energy Systems · 2019 · 58 citations

Engineering, Data Science, Advanced Metering Infrastructure +6