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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]:0 TC[Scopus]:0 | Submit date:2022/06/19
Demand Response  
Efficient Unsupervised Dimension Reduction for Streaming Multiview Data Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 3,Page: 1772-1784
Authors:  Xie, Liping;  Guo, Weili;  Wei, Haikun;  Tang, Yuanyan;  Tao, Dacheng
Favorite |  | TC[WOS]:4 TC[Scopus]:2 | Submit date:2022/05/13
online learning  structure sparsity  unsupervised multiview dimension reduction (UMDR)  
Stochastic and Deterministic State-Dependent Social Networks Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022,Volume: 52,Issue: 2,Page: 911-926
Authors:  Silvestre, Daniel;  Rosa, Paulo;  Hespanha, Joao P.;  Silvestre, Carlos
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/03/04
Computer Networks  Control Systems  Diffusion Processes  Distributed Algorithms  Social Factors  
Identifying and Evaluating Anomalous Structural Change-based Nodes in Generalized Dynamic Social Networks Journal article
ACM Transactions on the Web, 2021,Volume: 15,Issue: 4
Authors:  Wang, Huan;  Qiao, Chunming;  Guo, Xuan;  Fang, Lei;  Sha, Ying;  Gong, Zhiguo
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Anomalous Structural Change-based Node  Generalized Dynamic Social Network  Structural Similarity  
Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity Journal article
Computing, 2021,Volume: 103,Issue: 7,Page: 1519-1543
Authors:  Hu, Shimin;  Fong, Simon;  Song, Wei;  Cho, Kyungeun;  Millham, Richard C.;  Fiaidhi, Jinan
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2021/12/08
Assisted Living  Extreme Connectivity  Forecasting  Human Activity Recognition  Iot Data Analysis  Regression  
Education, Internet Use, and Confidence in the Police: Testing the “Informed Citizen” Thesis in the Philippines Journal article
Asian Journal of Criminology, 2021,Volume: 16,Issue: 2,Page: 165-182
Authors:  Tony Huiquan Zhang 张汇泉;  Sun, Jinlu;  Cao, Liqun
Adobe PDF | Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2021/11/30
Confidence In The Police  Education  Informed Citizens  Internet Use  The Philippines  
Online force-directed algorithms for visualization of dynamic graphs Journal article
Information Sciences, 2021,Volume: 556,Page: 223-255
Authors:  Cheong,Se Hang;  Si,Yain Whar;  Wong,Raymond K.
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/11
Dynamic Graphs  Force-directed Algorithms  Online Algorithms  Visualization  
Hydrological cycling optimization-based multiobjective feature-selection method for customer segmentation Journal article
International Journal of Intelligent Systems, 2021,Volume: 36,Issue: 5,Page: 2347-2366
Authors:  Song, Xi;  Liu, Matthew Tingchi;  Liu, Qianying;  Niu, Ben
Adobe PDF | Favorite |  | TC[WOS]:8 TC[Scopus]:8 | Submit date:2021/12/07
Customer Segmentation  Feature Selection  Hydrological Cycling Optimization  Multiobjective Optimization  
Convex Relaxation of Combined Heat and Power Dispatch Journal article
IEEE Transactions on Power Systems, 2021,Volume: 36,Issue: 2,Page: 1442-1458
Authors:  Jiang, Yibao;  Wan, Can;  Botterud, Audun;  Song, Yonghua;  Shahidehpour, Mohammad
Favorite |  | TC[WOS]:12 TC[Scopus]:13 | Submit date:2021/12/07
Bound Tightening  Combined Heat And Power Dispatch  Convex Relaxation  District Heating Flow  
Evolutionary computing assisted deep reinforcement learning for multi-objective integrated energy system management Conference paper
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
Authors:  Huang, Chao;  Wang, Long;  Luo, Xiong;  Zhang, Hongcai;  Song, Yonghua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
deep reinforcement learning  evolutionary computing  integrated energy system  multi-objective optimization