Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ◽

10.1109/cvpr42600.2020.01443 ◽

2020 ◽

Author(s):

Abduallah Mohamed ◽

Kun Qian ◽

Mohamed Elhoseiny ◽

Christian Claudel

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Trajectory Prediction ◽

Temporal Graph ◽

Spatio Temporal

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A Hierarchical Spatio-Temporal Graph Convolutional Neural Network for Anomaly Detection in Videos

IEEE Transactions on Circuits and Systems for Video Technology ◽

10.1109/tcsvt.2021.3134410 ◽

2021 ◽

pp. 1-1

Author(s):

Xianlin Zeng ◽

Yalong Jiang ◽

Wenrui Ding ◽

Hongguang Li ◽

Yafeng Hao ◽

...

Keyword(s):

Neural Network ◽

Anomaly Detection ◽

Convolutional Neural Network ◽

Temporal Graph ◽

Spatio Temporal

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Spatio-temporal graph convolutional neural network for remaining useful life estimation of aircraft engines

Aerospace Systems ◽

10.1007/s42401-020-00070-x ◽

2020 ◽

Author(s):

Mengni Wang ◽

Yuanxiang Li ◽

Yuxuan Zhang ◽

Lei Jia

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Remaining Useful Life ◽

Aircraft Engines ◽

Life Estimation ◽

Useful Life ◽

Temporal Graph ◽

Spatio Temporal

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Classify EEG and Reveal Latent Graph Structure with Spatio-Temporal Graph Convolutional Neural Network

2019 IEEE International Conference on Data Mining (ICDM) ◽

10.1109/icdm.2019.00049 ◽

2019 ◽

Author(s):

Xiaoyu Li ◽

Buyue Qian ◽

Jishang Wei ◽

An Li ◽

Xuan Liu ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Graph Structure ◽

Temporal Graph ◽

Spatio Temporal

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Adaptive Spatio-Temporal Graph Convolutional Neural Network for Remaining Useful Life Estimation

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9206739 ◽

2020 ◽

Author(s):

Yuxuan Zhang ◽

Yuanxiang Li ◽

Xian Wei ◽

Lei Jia

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Remaining Useful Life ◽

Life Estimation ◽

Useful Life ◽

Temporal Graph ◽

Spatio Temporal

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An Attention-Based Interaction-Aware Spatio-Temporal Graph Neural Network for Trajectory Prediction

Communications in Computer and Information Science - Neural Information Processing ◽

10.1007/978-3-030-63823-8_5 ◽

2020 ◽

pp. 38-45

Author(s):

Hao Zhou ◽

Dongchun Ren ◽

Huaxia Xia ◽

Mingyu Fan ◽

Xu Yang ◽

...

Keyword(s):

Neural Network ◽

Trajectory Prediction ◽

Temporal Graph ◽

Spatio Temporal

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AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction

Neurocomputing ◽

10.1016/j.neucom.2021.03.024 ◽

2021 ◽

Vol 445 ◽

pp. 298-308

Author(s):

Hao Zhou ◽

Dongchun Ren ◽

Huaxia Xia ◽

Mingyu Fan ◽

Xu Yang ◽

...

Keyword(s):

Neural Network ◽

Trajectory Prediction ◽

Temporal Graph ◽

Spatio Temporal

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Early Detection of Low Cognitive Scores from Dual-task Performance Data Using a Spatio-temporal Graph Convolutional Neural Network

10.1109/embc46164.2021.9630304 ◽

2021 ◽

Author(s):

Shuqiong Wu ◽

Fumio Okura ◽

Yasushi Makihara ◽

Kota Aoki ◽

Masataka Niwa ◽

...

Keyword(s):

Neural Network ◽

Early Detection ◽

Convolutional Neural Network ◽

Task Performance ◽

Dual Task ◽

Performance Data ◽

Dual Task Performance ◽

Temporal Graph ◽

Spatio Temporal

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Social-IWSTCNN: A Social Interaction-Weighted Spatio- Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios

10.1109/iv48863.2021.9575958 ◽

2021 ◽

Author(s):

Chi Zhang ◽

Christian Berger ◽

Marco Dozza

Keyword(s):

Neural Network ◽

Social Interaction ◽

Convolutional Neural Network ◽

Urban Traffic ◽

Trajectory Prediction ◽

Spatio Temporal

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Correction to: Spatio-temporal graph convolutional neural network for remaining useful life estimation of aircraft engines

Aerospace Systems ◽

10.1007/s42401-021-00108-8 ◽

2021 ◽

Author(s):

Mengni Wang ◽

Yuanxiang Li ◽

Yuxuan Zhang ◽

Lei Jia

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Remaining Useful Life ◽

Aircraft Engines ◽

Life Estimation ◽

Useful Life ◽

Temporal Graph ◽

Spatio Temporal

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Spatio-Temporal Convolutional Neural Network for Frame Rate Up-Conversion

Proceedings of the 2019 3rd International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence - ISMSI 2019 ◽

10.1145/3325773.3325777 ◽

2019 ◽

Author(s):

Yusuke Tanaka ◽

Toshiaki Omori

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Spatio Temporal ◽

Frame Rate Up Conversion

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