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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  
A hierarchical Bayesian modeling framework for identification of Non-Gaussian processes Journal article
Ping, Menghao, Jia, Xinyu, Papadimitriou, Costas, Han, Xu, Jiang, Chao, Yan, Wang Ji. A hierarchical Bayesian modeling framework for identification of Non-Gaussian processes[J]. Mechanical Systems and Signal Processing, 2024, 208, 110968.
Authors:  Ping, Menghao;  Jia, Xinyu;  Papadimitriou, Costas;  Han, Xu;  Jiang, Chao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.9/8.0 | Submit date：2024/02/22
Hierarchical Bayesian Modeling Framework  Improved Orthogonal Series Expansion  Model Class Selection  Non-gaussian Pdf Estimation  Non-gaussian Process  Polynomial Chaos Expansion  
Neurovascular Coupling Analysis Based on Multivariate Variational Gaussian Process Convergent Cross-Mapping Journal article
Zhu, Renfei, She, Qingshan, Li, Rihui, Tan, Tongcai, Zhang, Yingchun. Neurovascular Coupling Analysis Based on Multivariate Variational Gaussian Process Convergent Cross-Mapping[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32, 1873-1883.
Authors:  Zhu, Renfei;  She, Qingshan;  Li, Rihui;  Tan, Tongcai;  Zhang, Yingchun
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.8/5.4 | Submit date：2024/06/05
Convergent Cross-mapping  Electroencephalography (Eeg)  Functional Near-infrared Spectroscopy (Fnirs)  Multi-output Gaussian Process  Neurovascular Coupling (Nvc)  Working Memory  
Cloud Configuration Optimization for Recurring Batch-Processing Applications Journal article
Liu, Yang, Xu, Huanle, Lau, Wing Cheong. Cloud Configuration Optimization for Recurring Batch-Processing Applications[J]. IEEE Transactions on Parallel and Distributed Systems, 2023, 34(5), 1495-1507.
Authors:  Liu, Yang;  Xu, Huanle;  Lau, Wing Cheong
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.6/4.5 | Submit date：2023/06/05
Big Data Analytics  Cloud Configuration  Gaussian-process Ucb  Kubernetes  
Online Resource Optimization for Elastic Stream Processing with Regret Guarantee Conference paper
Yang Liu, Xu HL(徐歡樂), Wing Cheong Lau. Online Resource Optimization for Elastic Stream Processing with Regret Guarantee[C]:Association for Computing Machinery, 2022, 1-11.
Authors:  Yang Liu;  Xu HL(徐歡樂);  Wing Cheong Lau
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:3 | Submit date：2022/08/26
Cloud Computing  Elastic Stream Processing  Gaussian-process Ucb  Kubernetes  Online Optimization  Resource Allocation  
Gaussian process image classification based on multi-layer convolution kernel function Journal article
Xu, Lixiang, Zhou, Biao, Li, Xinlu, Wu, Zhize, Chen, Yan, Wang, Xiaofeng, Tang, Yuanyan. Gaussian process image classification based on multi-layer convolution kernel function[J]. NEUROCOMPUTING, 2022, 480, 99-109.
Authors:  Xu, Lixiang;  Zhou, Biao;  Li, Xinlu;  Wu, Zhize;  Chen, Yan; et al.
Favorite | TC[WOS]:8 TC[Scopus]:11  IF:5.5/5.5 | Submit date：2022/05/04
Convolution Kernel Function  Gaussian Process  Image Classification  Multi-layer Kernel  
Indian Buffet Process-Based on Nonnegative Matrix Factorization with Single Binary Component Conference paper
Xindi Ma, Jie Gao, Xiaoyu Liu, Taiping Zhang, Yuan Yan Tang. Indian Buffet Process-Based on Nonnegative Matrix Factorization with Single Binary Component[C]:IEEE, 2021, 1139-1144.
Authors:  Xindi Ma;  Jie Gao;  Xiaoyu Liu;  Taiping Zhang;  Yuan Yan Tang
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/13
Exponential Gaussian Model  Indian Buffet Process  Nonnegative Matrix Factorization  Single Binary Components  
Hybrid forecasting method for wind power integrating spatial correlation and corrected numerical weather prediction Journal article
Hu, Shuai, Xiang, Yue, Zhang, Hongcai, Xie, Shanyi, Li, Jianhua, Gu, Chenghong, Sun, Wei, Liu, Junyong. Hybrid forecasting method for wind power integrating spatial correlation and corrected numerical weather prediction[J]. Applied Energy, 2021, 293(116951).
Authors:  Hu, Shuai;  Xiang, Yue;  Zhang, Hongcai;  Xie, Shanyi;  Li, Jianhua; et al.
Favorite | TC[WOS]:70 TC[Scopus]:88  IF:10.1/10.4 | Submit date：2021/09/09
Wind Power Forecasting  Hybrid Model  Gaussian Process  Numerical Weather Prediction  Spatial Correlation  Kernel Function  
Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification Journal article
Li, Jinxing, Lu, Guangming, Zhang, Bob, You, Jane, Zhang, David. Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification[J]. IEEE Transactions on Cybernetics, 2021, 51(2), 534-547.
Authors:  Li, Jinxing;  Lu, Guangming;  Zhang, Bob;  You, Jane;  Zhang, David
Favorite | TC[WOS]:14 TC[Scopus]:14  IF:9.4/10.3 | Submit date：2021/12/07
Classification  Gaussian Process (Gp)  Latent Variable Model  Multikernel  Multiview  
Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance Journal article
Li,Jinxing, Zhang,Bob, Lu,Guangming, Xu,Yong, Wu,Feng, Zhang,David. Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance[J]. IEEE Transactions on Neural Networks and Learning Systems, 2020, 32(11), 5093 - 5107.
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Xu,Yong;  Wu,Feng; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:10.2/10.4 | Submit date：2021/03/11
Gaussian Process (Gp)  Hamming Distance  Harmonization  Latent Variable  Multiview