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Temporal Graph Multi-Aspect Embeddings Journal article
Sun, Aimin, Gong, Zhiguo. Temporal Graph Multi-Aspect Embeddings[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(11), 7102-7114.
Authors:  Sun, Aimin;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/06/05
Graph Embedding  Temporal Graph  Multi-aspect  Hierarchical Dirichlet Process  
Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function Journal article
Mei, Ling Feng, Yan, Wang Ji, Yuen, Ka Veng, Beer, Michael. Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function[J]. Mechanical Systems and Signal Processing, 2024, 222.
Authors:  Mei, Ling Feng;  Yan, Wang Ji;  Yuen, Ka Veng;  Beer, Michael
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.9/8.0 | Submit date：2024/08/30
Bayesian Nonparametric Model  Damage Detection  Streaming Variational Inference  Truncation-free Full Dirichlet Process Gaussian Mixture Model  
HEAT KERNEL ESTIMATES FOR DIRICHLET FRACTIONAL LAPLACIAN WITH GRADIENT PERTURBATION Journal article
Chen, Peng, Song, Renming, Xie, Longjie, Xie, Yingchao. HEAT KERNEL ESTIMATES FOR DIRICHLET FRACTIONAL LAPLACIAN WITH GRADIENT PERTURBATION[J]. JOURNAL OF THE KOREAN MATHEMATICAL SOCIETY, 2019, 56(1), 91-111.
Authors:  Chen, Peng;  Song, Renming;  Xie, Longjie;  Xie, Yingchao
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:0.7/0.7 | Submit date：2019/01/17
Isotropic Stable Process  Fractional Laplacian  Dirichlet Heat Kernel  Kato Class  Gradient Estimate  
Dirichlet Process Hidden Markov Multiple Change-point Model Journal article
Ko, Stanley I. M., Chong, Terence T. L., Ghosh, Pulak. Dirichlet Process Hidden Markov Multiple Change-point Model[J]. Bayesian Analysis, 2015, 10(2), 275–296.
Authors:  Ko, Stanley I. M.;  Chong, Terence T. L.;  Ghosh, Pulak
Favorite | TC[WOS]:40 TC[Scopus]:41  IF:4.9/4.2 | Submit date：2019/11/11
Nonparametric Bayesian  Change-point  Dirichlet Process  Hidden Markov Model  Markov Chain Monte Carlo