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Learning a Deep Agent to Predict Head Movement in 360-Degree Images Journal article
ACM Transactions on Multimedia Computing, Communications and Applications, 2021,Volume: 16,Issue: 4
Authors:  Zhu,Yucheng;  Zhai,Guangtao;  Min,Xiongkuo;  Zhou,Jiantao
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360 degree  deep reinforcement learning (DRL)  head movement prediction  omnidirectional  panoramic  saliency  VR  
Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Tang,Jialin;  Su,Qinglang;  Su,Binghua;  Fong,Simon;  Cao,Wei;  Gong,Xueyuan
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Convolutional Neural Networks (CNN)  Ensemble learning  Face recognition  Local Binary Patterns (LBP)  
ST-MGAT: Spatial-Temporal Multi-Head Graph Attention Networks for Traffic Forecasting Conference paper
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
Authors:  Tian,Kelang;  Guo,Jingjie;  Ye,Kejiang;  Xu,Cheng Zhong
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Graph Convolutional Networks  Spatial-Temporal Model  Traffic Forecasting  
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network Journal article
Computers in Biology and Medicine, 2020,Volume: 123
Authors:  Liu,Yu;  Ding,Yufeng;  Li,Chang;  Cheng,Juan;  Song,Rencheng;  Wan,Feng;  Chen,Xun
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Capsule network  Deep learning  Electroencephalogram (EEG)  Emotion recognition  
Empirical Mode Decomposition and Temporal Convolutional Networks for Remaining Useful Life Estimation Journal article
International Journal of Parallel Programming, 2020,Volume: 48,Issue: 1,Page: 61-79
Authors:  Yang,Wensi;  Yao,Qingfeng;  Ye,Kejiang;  Xu,Cheng Zhong
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Convolutional neural networks  Empirical mode decomposition  Reliability  Remaining useful life  
An ELM-Embedded Deep Learning Based Intelligent Recognition System for Computer Numeric Control Machine Tools Journal article
IEEE Access, 2020,Volume: 8,Page: 24616-24629
Authors:  Luo,Luqing;  Yang,Zhi Xin;  Tang,Lulu;  Zhang,Kun
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CNC tool recognition  convolutional neural networks  extreme learning machines auto-encode  hybrid deep learning networks  tool library database  
Urban acoustic classification based on deep feature transfer learning Journal article
Journal of the Franklin Institute, 2020,Volume: 357,Issue: 1,Page: 667-686
Authors:  Shen,Yexin;  Cao,Jiuwen;  Wang,Jianzhong;  Yang,Zhixin
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Deep cascade model-based face recognition: When deep-layered learning meets small data Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 1016-1029
Authors:  Zhang,Lei;  Liu,Ji;  Zhang,Bob;  Zhang,David;  Zhu,Ce
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corruption  Deep cascade model  face recognition  representation learning  softmax vector  
Visualizing Deep Learning-based Radio Modulation Classifier Journal article
IEEE Transactions on Cognitive Communications and Networking, 2020
Authors:  Huang,Liang;  Zhang,You;  Pan,Weijian;  Chen,Jinyin;  Qian,Li Ping;  Wu,Yuan
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classification  Convolution  Data visualization  Deep learning  Deep learning  Feature extraction  Modulation  modulation  radio features.  Speech recognition  visualization  Visualization  
FVSR-Net: an end-to-end Finger Vein Image Scattering Removal Network Journal article
Multimedia Tools and Applications, 2020
Authors:  Du,Shanshan;  Yang,Jinfeng;  Zhang,Haigang;  Zhang,Bob;  Su,Zhigang
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Convolutional neural networks  Finger vein recognition  Image restoration  Scattering removal