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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
Adobe PDF | Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2022/06/19
Demand Response  
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]:16 TC[Scopus]:17 | Submit date:2021/09/09
Supervised Learning  Utilities And Building Consumption  Energy Forecasting  Imbalanced Data Handling  Performance Correlation  Energy Benchmark  
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]:7 TC[Scopus]:6 | Submit date:2019/02/11
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, Shichang;  Liu, Hongbo;  Meng, Jiana;  Chen, C. L. Philip;  Yang, Yu
Favorite |  | TC[WOS]:7 TC[Scopus]:6 | Submit date:2018/10/30
Data-sensitive granularity  hidden Markov model (HMM)  relative entropy (RE)  sequence transfer learning  substructural regularization  
Discovering Macrophage Functions Using In Vivo Optical Imaging Techniques Journal article
FRONTIERS IN IMMUNOLOGY, 2018,Volume: 9
Authors:  Li, Yue;  Liu, Tzu-Ming
Adobe PDF | Favorite |  | TC[WOS]:15 TC[Scopus]:16 | Submit date:2018/10/30
Bioluminescence Imaging  Function  Intravital Microscopy  Macrophage  Optical Imaging  Cell Tracking  
Smart NIR linear and nonlinear optical nanomaterials for cancer theranostics: Prospects in photomedicine Journal article
PROGRESS IN MATERIALS SCIENCE, 2017,Volume: 88,Page: 89-135
Authors:  Liu, Tzu-Ming;  Conde, Joao;  Lipinski, Tomasz;  Bednarkiewicz, Artur;  Huang, Chih-Chia
Adobe PDF | Favorite |  | TC[WOS]:67 TC[Scopus]:66 | Submit date:2018/10/30
Nir Nanoparticles  Up-conversion  Multiphoton  Photo-therapy  Imaging  Cancer Theranostics  
Fiber-based 1150-nm femtosecond laser source for the minimally invasive harmonic generation microscopy Journal article
JOURNAL OF BIOMEDICAL OPTICS, 2017,Volume: 22,Issue: 3
Authors:  Huang, Jing-Yu;  Guo, Lun-Zhang;  Wang, Jing-Zun;  Li, Tse-Chung;  Lee, Hsin-Jung;  Chiu, Po-Kai;  Peng, Lung-Han;  Liu, Tzu-Ming
Adobe PDF | Favorite |  | TC[WOS]:13 TC[Scopus]:14 | Submit date:2018/10/30
Harmonic Generation Microscopy  Soliton Self-frequency-shift  Photonic Crystal Fiber  
Imaging Cytometry of Human Leukocytes with Third Harmonic Generation Microscopy Journal article
Scientific Reports, 2016,Volume: 6
Authors:  Wu C.-H.;  Wang T.-D.;  Hsieh C.-H.;  Huang S.-H.;  Lin J.-W.;  Hsu S.-C.;  Wu H.-T.;  Wu Y.-M.;  Liu T.-M.
Adobe PDF | Favorite |  | TC[WOS]:23 TC[Scopus]:28 | Submit date:2018/10/30