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Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management Journal article
Journal of Modern Power Systems and Clean Energy, 2022,Volume: 10,Issue: 3,Page: 743-754
Authors:  Huang, Chao;  Zhang, Hongcai;  Wang, Long;  Luo, Xiong;  Song, Yonghua
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Demand Response  
Cost-Sensitive Broad Learning System for Imbalanced Classification and Its Medical Application Journal article
Mathematics, 2022,Volume: 10,Issue: 5
Authors:  Yao, Liang;  Wong, Pak Kin;  Zhao, Baoliang;  Wang, Ziwen;  Lei, Long;  Wang, Xiaozheng;  Hu, Ying
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/03/28
Broad Learning System  Cost-sensitive Learning  Imbalanced Data  Medical Diagnosis  Ultrasound Breast Cancer Diagnosis  
A Novel Multiple Feature-Based Engine Knock Detection System using Sparse Bayesian Extreme Learning Machine Journal article
Cognitive Computation, 2022,Volume: 14,Issue: 2,Page: 828-851
Authors:  Yang, Zhao Xu;  Rong, Hai Jun;  Wong, Pak Kin;  Angelov, Plamen;  Vong, Chi Man;  Chiu, Chi Wai;  Yang, Zhi Xin
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date：2022/05/13
Engine Knock Detection  Multiple Feature Learning  Sample Entropy  Sparse Bayesian Extreme Learning Machine  Variational Mode Decomposition  
Fatigue Detection in SSVEP-BCIs Based on Wavelet Entropy of EEG Journal article
IEEE Access, 2021,Volume: 9,Page: 114905-114913
Authors:  Peng, Yufan;  Wong, Chi Man;  Wang, Ze;  Rosa, Agostinho C.;  Wang, Hong Tao;  Wan, Feng
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BCI  EEG  fatigue detection  SSVEP  wavelet entropy  
Fault Diagnosis of Induction Motors Under Untrained Loads With a Feature Adaptation and Improved Broad Learning Framework Journal article
IEEE/ASME Transactions on Mechatronics, 2021
Authors:  Wong, Pak Kin;  Sai Biao, Jiang
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Acoustics  Adaptive feature extraction  broad learning  fault diagnosis  Fault diagnosis  Feature extraction  induction motor  Induction motors  Load modeling  Training  untrained loads  Windings  
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  
An improved method of handling missing values in the analysis of sample entropy for continuous monitoring of physiological signals Journal article
Entropy, 2019,Volume: 21,Issue: 3
Authors:  Dong X.;  Chen C.;  Geng Q.;  Cao Z.;  Chen X.;  Lin J.;  Jin Y.;  Zhang Z.;  Shi Y.;  Zhang X.D.
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Complexity  Medical Information  Missing Values  Physiological Data  Sample Entropy  
An Improved Method for Using Sample Entropy to Reveal Medical Information in Data from Continuously Monitored Physiological Signals Conference paper
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, Madrid, Spain, 3-6 Dec. 2018
Authors:  Dong, Xinzheng;  Chen, Chang;  Geng, Qingshan;  Cao, Zhixin;  Jin, Yu;  Shi, Yan;  Zhang, Xiaohua Douglas
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Complexity  Entropy  Missing Values  Physiological Data  Time Series  
A comprehensive comparison and overview of R packages for calculating sample entropy Journal article
Biology Methods and Protocols, 2019,Volume: 4,Issue: 1
Authors:  Chen C.;  Sun S.;  Cao Z.;  Shi Y.;  Sun B.;  Zhang X.D.
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Comparison  Nonlinear Dynamics  r Package  Sample Entropy  Time Series  
Analyzing complexity and fractality of glucose dynamics in a pregnant woman with type 2 diabetes under treatment Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 11,Page: 2373-2380
Authors:  Chen X.;  Wang D.;  Lin J.;  Zhang T.;  Deng S.;  Huang L.;  Jin Y.;  Chen C.;  Zhang Z.;  Zheng J.;  Sun B.;  Bogdan P.;  Zhang X.D.
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Complexity Analysis  Continuous Glucose Monitoring  Fractal Analysis  Multiscale Sample Entropy  Type 2 Diabetes With Pregnancy