Songtao Xue

Continuous missing data imputation with incomplete dataset by generative adversarial networks–based unsupervised learning for long-term bridge health monitoring

Huachen Jiang, Chunfeng Wan, Kang Yang et al. · Structural Health Monitoring · 2021 · 131 citations

Computing, Computer Science, Machine Learning +16

Differential evolution strategy for structural system identification

Hesheng Tang, Songtao Xue · Computers & Structures · 2008 · 103 citations

Engineering, Systems Engineering, Dynamical Systems +13

Online weighted LS-SVM for hysteretic structural system identification

Hesheng Tang, Songtao Xue, Rong Chen · Engineering Structures · 2006 · 98 citations

Engineering, Mechanical Engineering, Dynamical Systems +11

Deep learning and data augmentation based data imputation for structural health monitoring system in multi-sensor damaged state

Jiale Hou, Huachen Jiang, Chunfeng Wan et al. · Measurement · 2022 · 76 citations

Computing, Computer Science, Data Science +17

Big Bang-Big Crunch optimization for parameter estimation in structural systems

Hesheng Tang, Jin Zhou, Songtao Xue et al. · Mechanical Systems and Signal Processing · 2010 · 64 citations

Engineering, Civil Engineering, Systems Engineering +13