Jiale Hou

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 · 68 citations

Artificial Intelligence, Data Augmentation, Engineering +9

Lattice occupying sites and microwave dielectric properties of Mg2+–Si4+ co-doped MgxY3-xAl5-xSixO12 garnet typed ceramics

Chen Li, Jiale Hou, Zijun Ye et al. · Journal of Materials Science Materials in Electronics · 2022 · 26 citations

Materials Science, Dielectric Properties, Engineering +6

Enhanced data imputation framework for bridge health monitoring using Wasserstein generative adversarial networks with gradient penalty

Shuai Gao, Chunfeng Wan, Zhenwei Zhou et al. · Structures · 2023 · 20 citations

Artificial Intelligence, Bridge Health Monitoring, Engineering +10

Structural health monitoring data cleaning based on Bayesian robust tensor learning

Letian Yi, Youliang Ding, Jiale Hou et al. · Structural Health Monitoring · 2022 · 13 citations

Anomaly Detection, Machine Learning, Engineering +17

Estimating structural motions in extreme environmental conditions——A dynamic correlation filter based computer vision approach

Enjian Cai, Yi Zhang, Xinzheng Lu et al. · Mechanical Systems and Signal Processing · 2024 · 11 citations