Aeroengine remaining useful life prediction via integrating enhanced inverted transformer and spatiotemporal graph learning

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

Are Transformers Effective for Time Series Forecasting?

Ailing Zeng, Muxi Chen, Lei Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 2.6K citations · Full text

Computing, Computer Science, Forecasting +15

Command Filter-Based Adaptive Fuzzy Finite-Time Output Feedback Control of Nonlinear Electrohydraulic Servo System

Jiafeng Li, Ruihang Ji, Xiaoling Liang et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 656 citations

Engineering, Mechatronics Engineering, Systems Engineering +17

Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach

Zhenghua Chen, Min Wu, Rui Zhao et al. · IEEE Transactions on Industrial Electronics · 2020 · 580 citations

Computing, Computer Science, Feature Engineering +16

Remaining useful life prediction using multi-scale deep convolutional neural network

Li Han, Wei Zhao, Yuxi Zhang et al. · Applied Soft Computing · 2020 · 378 citations

Computing, Computer Science, Data Science +8