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Strategical district cooling system operation with accurate spatiotemporal consumption modeling Journal article
Energy and Buildings, 2021,Volume: 247
Authors:  Yan, Biao;  Chen, Ge;  Zhang, Hongcai;  Wong, Man Chung
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/09
District Cooling System  Energy Efficiency  Operation Optimization  Spatiotemporal Modeling  Thermal Comfort  
Multivariate Time-Series Modeling for Forecasting Sintering Temperature in Rotary Kilns Using DCGNet Journal article
IEEE Transactions on Industrial Informatics, 2021,Volume: 17,Issue: 7,Page: 4635-4645
Authors:  Zhang, Xiaogang;  Lei, Yanying;  Chen, Hua;  Zhang, Lei;  Zhou, Yicong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/12/08
Convolutional neural network (CNN)  gated recurrent unit (GRU) network  multivariate time series  temperature forecasting  
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]:7 TC[Scopus]:8 | Submit date:2021/12/06
Distributed parameter systems (DPSs)  finite Gaussian mixture model (FGMM)  multiple spatiotemporal modeling  principle component regression (PCR)  Rademacher complexity  
Location prediction over sparse user mobility traces using RNNs: Flashback in hidden states! Conference paper
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20), virtual Japanese reality, January 7th until January 15th, 2021
Authors:  Dingqi Yang;  Benjamin Fankhauser;  Paolo Rosso;  Philippe Cudre-Mauroux
Favorite |  | TC[WOS]:0 TC[Scopus]:11 | Submit date:2021/03/11