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Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
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Adaptive traffic signal control  Deep learning  Knowledge sharing  Multi-agent reinforcement learning  Transportation network  
Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 3,Page: 1586-1597
Authors:  Du,Jie;  Vong,Chi Man;  Philip Chen,C. L.
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Broad learning system (BLS)  sequence information  simultaneous learning  text classification  word importance  
An automatic multi-view disease detection system via Collective Deep Region-based Feature Representation Journal article
Future Generation Computer Systems, 2021,Volume: 115,Page: 59-75
Authors:  Zhou,Jianhang;  Zhang,Qi;  Zhang,Bob
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Disease detection system  Feature representation  Image segmentation  Medical biometrics  Multi-view learning  
Effect of brain alpha oscillation on the performance in laparoscopic skills simulator training Journal article
Surgical Endoscopy, 2021,Volume: 35,Issue: 2,Page: 584-592
Authors:  Li,Guangsheng;  Li,Hanlei;  Pu,Jiangbo;  Wan,Feng;  Hu,Yong
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Alpha oscillation  Electroencephalography (EEG)  Laparoscopic skills  Neurofeedback  Simulation training  Surgical education  
Ensemble learning-based structural health monitoring by Mahalanobis distance metrics Journal article
Structural Control and Health Monitoring, 2021,Volume: 28,Issue: 2
Authors:  Sarmadi,Hassan;  Entezami,Alireza;  Saeedi Razavi,Behzad;  Yuen,Ka Veng
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Damage detection  ensemble learning  environmental variability  Mahalanobis distance  structural health monitoring  unsupervised learning  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems with Unmodeled Dynamics Journal article
IEEE Transactions on Fuzzy Systems, 2021
Authors:  Yang,Yongliang;  Gao,Weinan;  Modares,Hamidreza;  Xu,Cheng Zhong
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Fuzzy logic  Heuristic algorithms  input-to-state stability  Nonlinear dynamical systems  Optimal control  optimal control  Power system dynamics  robust actor-critic learning  Stability criteria  Uncertainty  unmodeled dynamics  
HySync: Hybrid Federated Learning with Effective Synchronization Conference paper
Proceedings - 2020 IEEE 22nd International Conference on High Performance Computing and Communications, IEEE 18th International Conference on Smart City and IEEE 6th International Conference on Data Science and Systems, HPCC-SmartCity-DSS 2020
Authors:  Shi,Guomei;  Li,Li;  Wang,Jun;  Chen,Wenyan;  Ye,Kejiang;  Xu,Chengzhong
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Efficient scheduling  Federated learning  hybrid algorithm  
Deep Learning Empowered Traffic Offloading in Intelligent Software Defined Cellular V2X Networks Journal article
IEEE Transactions on Vehicular Technology, 2020,Volume: 69,Issue: 11,Page: 13328-13340
Authors:  Fan,Bo;  He,Zhengbing;  Wu,Yuan;  He,Jia;  Chen,Yanyan;  Jiang,Li
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C-V2X networks  deep learning  software-defined-networking  traffic offloading  
Design of a New Soft Robot Hand for Grasping and Sorting Operation Conference paper
10th IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, CYBER 2020
Authors:  Wang,Yaxi;  Xu,Qingsong
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