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Hybrid Ensemble Deep Learning for Deterministic and Probabilistic Low-Voltage Load Forecasting Journal article
IEEE Transactions on Power Systems, 2019,Volume: 35,Issue: 3,Page: 1881-1897
Authors:  Cao,Zhaojing;  Wan,Can;  Zhang,Zijun;  Li,Furong;  Song,Yonghua
Favorite |  | TC[WOS]:23 TC[Scopus]:25 | Submit date:2021/03/09
Deep Learning  Ensemble Learning  Forecasting  k Nearest Neighbor  Low-voltage Load  
Short-Term Traffic Prediction by Two-Level Data Driven Model in 5G-Enabled Edge Computing Networks Journal article
IEEE Access, 2019,Volume: 7,Page: 123981-123991
Authors:  Huang,Yupin;  Qian,Liping;  Feng,Anqi;  Yu,Ningning;  Wu,Yuan
Favorite |  | TC[WOS]:3 TC[Scopus]:5 | Submit date:2021/03/11
Deep Belief Network  Edge Computing  Hidden Markov Model  Short-term Traffic Prediction  
An Efficient Fault Diagnostic Method for Three-Phase Induction Motors Based on Incremental Broad Learning and Non-Negative Matrix Factorization Journal article
IEEE Access, 2019,Volume: 7,Page: 17780-17790
Authors:  Jiang S.B.;  Wong P.K.;  Guan R.;  Liang Y.;  Li J.
Favorite |  | TC[WOS]:17 TC[Scopus]:23 | Submit date:2019/03/26
Fault Diagnosis  Feature Extraction  Incremental Board Learning  Non-negative Matrix Factorization  Three-phase Induction Motor  
A deep belief network for electricity utilisation feature analysis of air conditioners using a smart IoT platform Journal article
Journal of Information Processing Systems, 2018,Volume: 14,Issue: 1,Page: 162-175
Authors:  Wei Song;  Ning Feng;  Yifei Tian;  Simon Fong;  Kyungeun Cho
Favorite |  | TC[WOS]:7 TC[Scopus]:11 | Submit date:2019/02/13
Cloud Computing  Deep Belief Network  Iot  Power Conservation  Smart Metre  
Fuzzy restricted boltzmann machine and deep belief network: A comparison on image reconstruction Conference paper
2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017
Authors:  Shuang F.;  Chen C.L.P.
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2019/02/11
DBN  FRBM  Generative  Image reconstruction  
Capturing High-Discriminative Fault Features for Electronics-Rich Analog System via Deep Learning Journal article
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017,Volume: 13,Issue: 3,Page: 1213-1226
Authors:  Liu, Zhenbao;  Jia, Zhen;  Vong, Chi-Man;  Bu, Shuhui;  Han, Junwei;  Tang, Xiaojun
Favorite |  | TC[WOS]:52 TC[Scopus]:61 | Submit date:2018/10/30
Analog Circuits  Deep Belief Network  Deep Learning  Diagnosis  Failure  Fault  Restricted Boltzmann Machines  
Fuzzy Restricted Boltzmann Machine and Deep Belief Network: A Comparison on Image Reconstruction Conference paper
Authors:  Shuang, Feng;  Chen, C. L. Philip;  IEEE
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
FRBM  DBN  generative  image reconstruction  
Representational learning with ELMs for big data Journal article
IEEE Intelligent Systems, 2013,Volume: 28,Issue: 6,Page: 31-34
Authors:  Kasun L.L.C.;  Zhou H.;  Huang G.-B.;  Vong C.M.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/14