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The Eigenvectors of Single-spiked Complex Wishart Matrices: Finite and Asymptotic Analyses Journal article
IEEE transactions on information theory, 2022
Authors:  Prathapasinghe Dharmawansa;  Pasan Dissanayake;  Yang Chen
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Convergence In Distribution  Eigenvalues  Eigenvectors  Gauss Hypergeometric Function  Hypergeometric Function Of Two Matrix Arguments  Laguerre Polynomials  Moment Generating Function (M.g.f.)  Probability Density Function (P.d.f.)  Single-spiked Covariance  Wishart Matrix  
Distribution of the Scaled Condition Number of Single-spiked Complex Wishart Matrices Journal article
IEEE Transactions on Information Theory, 2022
Authors:  Pasan Dissanayake;  Prathapasinghe Dharmawansa;  Yang Chen
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A novel generative approach for modal frequency probabilistic prediction under varying environmental condition using incomplete information Journal article
Engineering Structures, 2022,Volume: 252
Authors:  Mu, He Qing;  Shen, Ji Hui;  Zhao, Zi Tong;  Liu, Han Teng;  Yuen, Ka Veng
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Bayesian Inference  Copula  Model Class Selection  Multivariate Probability Density Function  Structural Health Monitoring  
Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022
Authors:  Su, Yuchao;  Du, Jie;  Li, Yuanman;  Li, Xia;  Liang, Rongqin;  Hua, Zhongyun;  Zhou, Jiantao
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Asymmetric Interactions.  Cooperative Intelligent Transportation Systems  Directed Graph Convolutional Neural Network  Directed Graphs  Feature Extraction  Forecasting  Generative Adversarial Networks  Predictive Models  Topology  Trajectory  Trajectory Prediction  
Continuous Random Process Modeling of AGC Signals Based on Stochastic Differential Equations Journal article
IEEE Transactions on Power Systems, 2021,Volume: 36,Issue: 5,Page: 4575-4587
Authors:  Qiu, Yiwei;  Lin, Jin;  Liu, Feng;  Dai, Ningyi;  Song, Yonghua
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Agc Signals  Automatic Generation Control (Agc)  Itô Process  Random Process  Stochastic Control  Stochastic Differential Equation (Sde)  Uncertainty Quantification  
Social network matters: Capital structure risk control on REITs Journal article
The Journal of Real Estate Finance and Economics, 2021
Authors:  Ko, Stanley Iat Meng;  Lai, Rose Neng;  Qin, Zhenjiang
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Social Networks  Centrality  Networks Of Reits  Capital Structure Risk Control  Financial Crisis  
Vectorization and distributed parallelization of Bayesian model updating based on a multivariate complex-valued probabilistic model of frequency response functions Journal article
Mechanical Systems and Signal Processing, 2021,Volume: 156
Authors:  Wang-Ji Yan;  Shi-Ze Cao;  Wei-Xin Ren;  Ka-Veng Yuen;  Dan Li;  Lambros Katafygiotis
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Bayesian Theory  Frequency Response Function  Model Updating  Structural Health Monitoring  Vectorization Computation  Distributed Parallel Computing  
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
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Customer Segmentation  Feature Selection  Hydrological Cycling Optimization  Multiobjective Optimization  
Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Compressive Sensing  Hamiltonian Monte Carlo  Lasso  
Learning a Deep Agent to Predict Head Movement in 360-Degree Images Journal article
ACM Transactions on Multimedia Computing, Communications and Applications, 2020,Volume: 16,Issue: 4
Authors:  YUCHENG ZHU;  GUANGTAO ZHAI;  XIONGKUO MIN;  JIANTAO ZHOU
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360 Degree  Deep Reinforcement Learning (Drl)  Head Movement Prediction  Omnidirectional  Panoramic  Saliency  Vr