Shulin Liu

Enhanced data-driven fault diagnosis for machines with small and unbalanced data based on variational auto-encoder

Dongfang Zhao, Shulin Liu, Dan Gu et al. · Measurement Science and Technology · 2019 · 132 citations

Deep branch attention network and extreme multi-scale entropy based single vibration signal-driven variable speed fault diagnosis scheme for rolling bearing

Dongfang Zhao, Shulin Liu, Hongyi Du et al. · Advanced Engineering Informatics · 2022 · 88 citations

Fault Diagnosis, Condition Monitoring, Engineering +8

A transfer learning strategy based on numerical simulation driving 1D Cycle-GAN for bearing fault diagnosis

Xiaoyang Liu, Shulin Liu, Jiawei Xiang et al. · Information Sciences · 2023 · 88 citations

Fault Diagnosis, Engineering, Machine Learning +6

Research on the teaching quality evaluation of physical education with intuitionistic fuzzy TOPSIS method

Shulin Liu · Journal of Intelligent & Fuzzy Systems · 2021 · 74 citations

Generalizability Theory, Education, Intuitionistic Fuzzy Sets +18

A novel feature adaptive extraction method based on deep learning for bearing fault diagnosis

Tian Zhang, Shulin Liu, Yuan Wei et al. · Measurement · 2021 · 73 citations

Fault Diagnosis, Engineering, Machine Learning +7