A hierarchical deep convolutional neural network and gated recurrent unit framework for structural damage detection

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

Shengnan Guo, Youfang Lin, Ning Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 2.8K citations · Full text

Computing, Data Science, Forecasting +16

A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals

Wěi Zhāng, Gaoliang Peng, Chuanhao Li et al. · Sensors · 2017 · 1.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

Osama Abdeljaber, Serkan Kıranyaz, Moncef Gabbouj et al. · Journal of Sound and Vibration · 2016 · 1.2K citations

Engineering, Civil Engineering, Mechanical Engineering +14

Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks

Rui Zhao, Dongzhe Wang, Kezhi Mao et al. · IEEE Transactions on Industrial Electronics · 2017 · 874 citations

Computing, Computer Science, Feature Engineering +16

Stochastic Configuration Networks: Fundamentals and Algorithms

Dianhui Wang, Ming Li · IEEE Transactions on Cybernetics · 2017 · 694 citations · Full text

Computing, Computer Science, Artificial Intelligence +7