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FedParking: A Federated Learning based Parking Space Estimation with Parked Vehicle assisted Edge Computing Journal article
IEEE Transactions on Vehicular Technology, 2021
Authors:  Huang, Xumin;  Li, Peichun;  Yu, Rong;  Wu, Yuan;  Xie, Kan;  Xie, Shengli
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/10
Collaborative work  Computational modeling  Data models  Estimation  Federated learning  Games  parked vehicle assisted edge  Space vehicles  Training data  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Efficient scheduling  Federated learning  hybrid algorithm  
Multi-layer Coordination for High-Performance Energy-Efficient Federated Learning Conference paper
2020 IEEE/ACM 28th International Symposium on Quality of Service, IWQoS 2020
Authors:  Li,Li;  Wang,Jun;  Chen,Xu;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems with Heterogeneous Sensor Data Journal article
IEEE Robotics and Automation Letters, 2020,Volume: 5,Issue: 2,Page: 3509-3516
Authors:  Liu,Boyi;  Wang,Lujia;  Liu,Ming;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2021/03/09
Big Data In Robotics And Automation  Deep LearnIng In Robotics And Automation  Motion And Path Planning  
SmartPC: Hierarchical pace control in real-time federated learning system Conference paper
Proceedings - Real-Time Systems Symposium
Authors:  Li,Li;  Xiong,Haoyi;  Guo,Zhishan;  Wang,Jun;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:6 | Submit date:2021/03/09
Energy efficiency  Federated Learning  Real-time scheduling  
FC-SLAM: Federated learning enhanced distributed visual-LiDAR SLAM in cloud robotic system Conference paper
IEEE International Conference on Robotics and Biomimetics, ROBIO 2019
Authors:  Li,Zhaoran;  Wang,Lujia;  Jiang,Lingxin;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
Kestrel-Based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets Conference paper
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, FedCSIS 2018, Poznan, POLAND, SEP 09-12, 2018
Authors:  Israel Edem Agbehadji;  Richard Millham;  Simon James Fong;  Hongji Yang
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2019/02/13
Kestrel-based Search Algorithm  Deep Learning  Random Encircling  Long Short Term Memory Network