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

Download Full-text

Spatio-Temporal Network Traffic Estimation and Anomaly Detection Based on Convolutional Neural Network in Vehicular Ad-Hoc Networks

IEEE Access ◽

10.1109/access.2018.2854842 ◽

2018 ◽

Vol 6 ◽

pp. 40168-40176 ◽

Author(s):

Laisen Nie ◽

Yongkang Li ◽

Xiangjie Kong

Keyword(s):

Neural Network ◽

Anomaly Detection ◽

Ad Hoc Networks ◽

Convolutional Neural Network ◽

Network Traffic ◽

Vehicular Ad Hoc Networks ◽

Ad Hoc ◽

Temporal Network ◽

Spatio Temporal ◽

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

Spatio-temporal Spectrum Load Prediction using Convolutional Neural Network and Bayesian Estimation

GLOBECOM 2020 - 2020 IEEE Global Communications Conference ◽

10.1109/globecom42002.2020.9348001 ◽

2020 ◽

Author(s):

Xiangyu Ren ◽

Hamed Mosavat-Jahromi ◽

Lin Cai ◽

David Kidston

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Bayesian Estimation ◽

Load Prediction ◽

Spatio Temporal

Download Full-text

Anomaly Detection in Smart Home Environments using Convolutional Neural Network

10.1109/ism52913.2021.00012 ◽

2021 ◽

Author(s):

Naci Mert Ercan ◽

Mustafa Sert

Keyword(s):

Neural Network ◽

Anomaly Detection ◽

Convolutional Neural Network ◽

Home Environments ◽

Smart Home Environments

Download Full-text