Zheng Liu

Normalized Conditional Variational Auto-Encoder with adaptive Focal loss for imbalanced fault diagnosis of Bearing-Rotor system

Xiaoli Zhao, Jianyong Yao, Wenxiang Deng et al. · Mechanical Systems and Signal Processing · 2022 · 152 citations

Fault Diagnosis, Imbalanced Fault Diagnosis, Conditional Variational Auto-encoder +5

Pedestrian detection in thermal images using adaptive fuzzy C-means clustering and convolutional neural networks

Vijay John, Seiichi Mita, Zheng Liu et al. · 2015 · 116 citations

Engineering, Feature Detection, Machine Learning +17

Dynamic Graph Collaborative Filtering

Xiaohan Li, Mengqi Zhang, Shu Wu et al. · 2020 · 82 citations

Engineering, Machine Learning, Network Analysis +19

Saliency Map Generation by the Convolutional Neural Network for Real-Time Traffic Light Detection Using Template Matching

Vijay John, Keisuke Yoneda, Zheng Liu et al. · IEEE Transactions on Computational Imaging · 2015 · 70 citations

Relevant Saliency Maps, Convolutional Neural Network, Scene Analysis +15

Heterogeneous Similarity Graph Neural Network on Electronic Health Records

Zheng Liu, Xiaohan Li, Hao Peng et al. · 2020 · 64 citations

Graph Model, Graph Neural Network, Health Informatics +14