Zhiyi Tang

Computer vision and deep learning–based data anomaly detection method for structural health monitoring

Yuequan Bao, Zhiyi Tang, Hui Li et al. · Structural Health Monitoring · 2018 · 567 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +18

The State of the Art of Data Science and Engineering in Structural Health Monitoring

Yuequan Bao, Zhicheng Chen, Shiyin Wei et al. · Engineering · 2019 · 435 citations · Full text

Engineering, Machine Learning, Fault Forecasting +19

Convolutional neural network-based data anomaly detection method using multiple information for structural health monitoring

Zhiyi Tang, Zhicheng Chen, Yuequan Bao et al. · Structural Control and Health Monitoring · 2018 · 409 citations

Anomaly Detection, Machine Learning, Engineering +19

Compressive-sensing data reconstruction for structural health monitoring: a machine-learning approach

Yuequan Bao, Zhiyi Tang, Hui Li · Structural Health Monitoring · 2019 · 114 citations

Sparse Representation, Engineering, Machine Learning +15

Group sparsity-aware convolutional neural network for continuous missing data recovery of structural health monitoring

Zhiyi Tang, Yuequan Bao, Hui Li · Structural Health Monitoring · 2020 · 78 citations

Convolutional Neural Network, Sparse Representation, Engineering +14