Junhong Zhao

Dynamic load prediction of tunnel boring machine (TBM) based on heterogeneous in-situ data

Maolin Shi, Chao Zhang, Junhong Zhao et al. · Automation in Construction · 2018 · 186 citations

Engineering, Civil Engineering, Machine Learning +15

Learning imbalanced datasets based on SMOTE and Gaussian distribution

Tingting Pan, Junhong Zhao, Wei Wu et al. · Information Sciences · 2019 · 185 citations

Computing, Computer Science, Mathematics +12

A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data

Junhong Zhao, Maolin Shi, Gang Hu et al. · IEEE Access · 2019 · 87 citations · Full text

Engineering, Civil Engineering, Geological Engineering +16

Spiking Neural Network Regularization With Fixed and Adaptive Drop-Keep Probabilities

Junhong Zhao, Jie Yang, Jun Wang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 31 citations

Life Sciences, Neuroscience, Computational Neuroscience +12

Group $L_{1/2}$ Regularization for Pruning Hidden Layer Nodes of Feedforward Neural Networks

Habtamu Zegeye Alemu, Junhong Zhao, Feng Li et al. · IEEE Access · 2019 · 28 citations · Full text

Computing, Computer Science, Algorithms +8