Junhong Zhao

Learning imbalanced datasets based on SMOTE and Gaussian distribution

Tingting Pan, Junhong Zhao, Wei Wu et al. · Information Sciences · 2019 · 179 citations

Data Classification, Engineering, Machine Learning +8

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 · 178 citations

Geotechnical Engineering, Tunnel Boring Machine, Engineering +7

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 · 85 citations · Full text

Underground Infrastructure, Engineering, Machine Learning +24

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 · 29 citations

Engineering, Machine Learning, Social Sciences +16

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 · 27 citations · Full text

Redundant Weights, Sparse Representation, Engineering +7