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Joint optimisation of UAV grouping and energy consumption in MEC-enabled UAV communication networks Journal article
IET Communications, 2020,Volume: 14,Issue: 16,Page: 2723-2730
Authors:  Zhu,Zhengying;  Qian,Li Ping;  Shen,Jiafang;  Huang,Liang;  Wu,Yuan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Deep Fuzzy Clustering-A Representation Learning Approach Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 7,Page: 1420-1433
Authors:  Feng,Qiying;  Chen,Long;  Philip Chen,C. L.;  Guo,Li
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Deep learning  discriminative graph  fuzzy c-means (FCM)  fuzzy compactness and separation (FCS)  pseudolabel  
Robust Online Multilabel Learning under Dynamic Changes in Data Distribution with Labels Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 1,Page: 374-385
Authors:  Du,Jie;  Vong,Chi Man
Favorite |  | TC[WOS]:3 TC[Scopus]:5 | Submit date:2021/03/11
Concept drift  dynamic changes  multilabel data streams  online multilabel learning (OMLL)  
Joint Minimization of Transmission Energy and Computation Energy for MEC-Aware NOMA NB-IoT Networks Conference paper
2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings, Waikoloa, HI, USA, 9-13 Dec. 2019
Authors:  Qian,Li Ping;  Zhu,Zhengying;  Yu,Ningning;  Wu,Yuan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Nonlinear system identification using a simplified Fuzzy Broad Learning System: Stability analysis and a comparative study Journal article
Neurocomputing, 2019,Volume: 337,Page: 274-286
Authors:  Feng,Shuang;  Chen,C. L.Philip
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Fuzzy BLS  Fuzzy c-means  Gradient descent  Lyapunov stability  Nonlinear system identification  
Global asymptotic stabilization of spherical orientation by synergistic hybrid feedback with application to reduced attitude synchronization Conference paper
Proceedings of the IEEE Conference on Decision and Control, Miami, FL, USA, 17-19 Dec. 2018
Authors:  P. Casau;  C. Silvestre
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Broad Learning System for Control of Nonlinear Dynamic Systems Conference paper
Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018
Authors:  Feng,Shuang;  Chen,C. L.Philip
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2021/03/09
broad learning system  control  gradient descent  nonlinear system  
A lung sound category recognition method based on wavelet decomposition and BP neural network Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 1,Page: 195-207
Authors:  Shi Y.;  Li Y.;  Cai M.;  Zhang X.D.
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Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising  
Fuzzy Neural Networks (FNNs) Training Algorithm with Dropout via Its Equivalent Fully Connected Fuzzy Inference Systems (F-CONFIS) Conference paper
2018 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2018
Authors:  Wang,Jing;  Chen,Philip;  Ma,Zhenyuan;  Xiao,Zhenghong
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Adaptive Neural-Fuzzy Inference Systems(ANFIS)  Fuzzy Inference Systems  Fuzzy Neural Networks  Gradient Descent  Neural Networks  
Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
View | Adobe PDF | Favorite |  | TC[WOS]:28 TC[Scopus]:31 | Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)