Zhenghua Chen

Deep learning and its applications to machine health monitoring

Rui Zhao, Ruqiang Yan, Zhenghua Chen et al. · Mechanical Systems and Signal Processing · 2018 · 2.6K citations

Computing, Computer Science, Data Science +14

An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG

Emadeldeen Eldele, Zhenghua Chen, Chengyu Liu et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2021 · 640 citations · Full text

Life Sciences, Neuroscience, Electrophysiology +16

Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach

Zhenghua Chen, Min Wu, Rui Zhao et al. · IEEE Transactions on Industrial Electronics · 2020 · 580 citations

Computing, Computer Science, Feature Engineering +16

Time-Series Representation Learning via Temporal and Contextual Contrasting

Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen et al. · 2021 · 560 citations · Full text

Computing, Computer Science, Feature Engineering +11

WiFi CSI Based Passive Human Activity Recognition Using Attention Based BLSTM

Zhenghua Chen, Le Zhang, Chaoyang Jiang et al. · IEEE Transactions on Mobile Computing · 2018 · 463 citations

Computing, Computer Science, Computer Vision +16