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Chance-constrained regulation capacity offering for HVAC systems under non-Gaussian uncertainties with mixture-model-based convexification Journal article
IEEE Transactions on Smart Grid, 2022,Volume: 13,Issue: 6,Page: 4379-4391
Authors:  Chen, Ge;  Zhang, Hongcai;  Hui, Hongxun;  Song, Yonghua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Buildings  Chance-constrained Programming  Convexification  Demand-side Flexibility  Gaussian Mixture Model  Heating Systems  Hvac  Hvac Systems  Indexes  Regulation  Regulation Capacity  Thermodynamics  Uncertainty  
A Fully Interpretable First-order TSK Fuzzy System and Its Training with Negative Entropic and Rule-stability-based Regularization Journal article
IEEE Transactions on Fuzzy Systems, 2022
Authors:  Zhou, Erhao;  Vong, Chi Man;  Nojima, Yusuke;  Wang, Shitong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2023/01/30
Bridges  Entropic and rule-stability-based regularizer  First-order Takagi-Sugeno-Kang (TSK) fuzzy system  Fuzzy rules  Fuzzy systems  Gaussian mixture model (GMM)  Generalization performance  Interpretability  Linear regression  Probabilistic logic  Stability analysis  Takagi-Sugeno model  Training  
Chance-constrained DC Optimal Power Flow with Non-Gaussian Distributed Uncertainties Conference paper
IEEE Power and Energy Society General Meeting
Authors:  Chen, Ge;  Zhang, Hongcai;  Song, Yonghua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2023/01/30
chance-constrained programming  DC optimal power flow  Gaussian mixture model  linearization  non-Gaussian uncertainties  
MR Image Denoising by FGMM Clustering of Image Patches Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Shi, Zhaoyin;  Chen, Long
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Clustering  Fuzzy Gaussian Mixture Model  Image denoising  Image patches  Magnetic resonance images  
Regulation Capacity Evaluation of Large-scale Heterogeneous Residential Air Conditioning Loads Conference paper
Proceedings - 2021 IEEE Sustainable Power and Energy Conference: Energy Transition for Carbon Neutrality, iSPEC 2021, Nanjing, 23-25 December 2021
Authors:  Hui, Hongxun;  Yu, Peipei;  Zhang, Hongcai;  Dai, Ningyi;  Jiang, Wei;  Song, Yonghua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Demand Response  Gaussian Mixture Model  Regulation Capacity Evaluation  Residential Air Conditioning  
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8561-8576
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
Adobe PDF | Favorite |  | TC[WOS]:42 TC[Scopus]:47 | Submit date:2021/03/11
Image Restoration  Structural Sparse Representation  Simultaneous Nonlocal Self-similarity  Gaussian Mixture Model  Adaptive Parameter Adjusting  
Finite Gaussian Mixture Model Based Multimodeling for Nonlinear Distributed Parameter Systems Journal article
IEEE Transactions on Industrial Informatics, 2020,Volume: 16,Issue: 3,Page: 1754-1763
Authors:  Xu, Kangkang;  Yang, Haidong;  Zhu, Chengjiu;  Hu, Luoke
Favorite |  | TC[WOS]:11 TC[Scopus]:11 | Submit date:2021/12/06
Distributed parameter systems (DPSs)  finite Gaussian mixture model (FGMM)  multiple spatiotemporal modeling  principle component regression (PCR)  Rademacher complexity  
Simultaneous Nonlocal Self-Similarity Prior for Image Denoising Conference paper
Proceedings - International Conference on Image Processing, ICIP, Taipei, Taiwan, 22-25 Sept. 2019
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiachao Zhang;  Jiantao Zhou;  Ce Zhu
Adobe PDF | Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/11
Gaussian Mixture Model  Image Denoising  Low-rank  Simultaneous Nonlocal Self-similarity  
Gaussian mixture model for texture characterization with application to brain DTI images Journal article
Journal of Advanced Research, 2019,Volume: 16,Page: 15-23
Authors:  Luminita Moraru;  Simona Moldovanu;  Lucian Traian Dimitrievici;  Nilanjan Dey;  Amira S. Ashour;  Fuqian Shi;  Simon James Fong;  Salam Khan;  Anjan Biswas
Favorite |  | TC[WOS]:17 TC[Scopus]:21 | Submit date:2021/03/09
Gaussian Mixture Model  Brain Hemispheres  Weight Distribution  Weighted Euclidean Distance  Clustering  Cluster Validity  
Parameter Estimation of Gaussian Mixture Model Based on Variational Bayesian Learning Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics
Authors:  Zhao L.;  Shang Z.;  Qin A.;  Tang Y.Y.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
Annealing algorithm  Gaussian mixture model  parameter estimation  tsallis-DAVBEM  variational bayes EM