Pengfei Zhao

Feature selection for multi-label learning based on variable-degree multi-granulation decision-theoretic rough sets

Ying Yu, Ming Wan, Jin Qian et al. · International Journal of Approximate Reasoning · 2024 · 90 citations

Classification Method, Engineering, Machine Learning +9

Using a one-dimensional convolutional neural network with a conditional generative adversarial network to classify plant electrical signals

Xiao-Huang Qin, Ziyang Wang, Jie-Peng Yao et al. · Computers and Electronics in Agriculture · 2020 · 64 citations

Engineering, Plant Electrical Signals, Machine Learning +5

A deep learning approach using attention mechanism and transfer learning for electromyographic hand gesture estimation

Yanyu Wang, Pengfei Zhao, Zhen Zhang · Expert Systems with Applications · 2023 · 40 citations

Kinesiology, Machine Learning, Engineering +6

Transfer Learning Featured Short-Term Combining Forecasting Model for Residential Loads With Small Sample Sets

Zhenyuan Zhang, Pengfei Zhao, Peng Wang et al. · IEEE Transactions on Industry Applications · 2022 · 39 citations

Forecasting Methodology, Forecasting Method, Engineering +15

Geometric Loss-Enabled Complex Neural Network for Multi-Energy Load Forecasting in Integrated Energy Systems

Pengfei Zhao, Di Cao, Weihao Hu et al. · IEEE Transactions on Power Systems · 2023 · 38 citations

Engineering, Machine Learning, Energy Efficiency +19