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Smart energy forecasting strategy with four machine learning models for climate-sensitive and non-climate sensitive conditions Journal article
Energy, 2020,Volume: 198
Authors:  Ahmad, Tanveer;  Huanxin, Chen;  Zhang, Dongdong;  Zhang, Hongcai
Favorite |  | TC[WOS]:15 TC[Scopus]:15 | Submit date:2021/09/09
Energy Benchmark  Energy Forecasting  Imbalanced Data Handling  Performance Correlation  Supervised Learning  Utilities And Building Consumption  
Substructural Regularization With Data-Sensitive Granularity for Sequence Transfer Learning Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 6,Page: 2545-2557
Authors:  Sun, Shichang;  Liu, Hongbo;  Meng, Jiana;  Chen, C. L. Philip;  Yang, Yu
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2018/10/30
Data-sensitive granularity  hidden Markov model (HMM)  relative entropy (RE)  sequence transfer learning  substructural regularization  
Substructural Regularization with Data-Sensitive Granularity for Sequence Transfer Learning Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 6,Page: 2545-2557
Authors:  Sun S.;  Liu H.;  Meng J.;  Chen C.L.P.;  Yang Y.
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2019/02/11
Data-sensitive granularity  hidden Markov model (HMM)  relative entropy (RE)  sequence transfer learning  substructural regularization