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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  
Active learning aided Bayesian nonparametric general regression for model updating using modal data Journal article
Zhang, Wen Jing, Yuen, Ka Veng, Yan, Wang Ji. Active learning aided Bayesian nonparametric general regression for model updating using modal data[J]. Mechanical Systems and Signal Processing, 2023, 204, 110830.
Authors:  Zhang, Wen Jing;  Yuen, Ka Veng;  Yan, Wang Ji
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:7.9/8.0 | Submit date：2024/01/02
Active Learning  General Regression  Model Updating  Nonparametric Mapping  Shared Optimal Scaling Parameter  
A Nonparametric Tropical Cyclone Wind Speed Estimation Model Based on Dual-Polarization SAR Observations Journal article
Wang, Sheng, Yuen, Ka Veng, Yang, Xiaofeng, Zhang, Biao. A Nonparametric Tropical Cyclone Wind Speed Estimation Model Based on Dual-Polarization SAR Observations[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, 4208213.
Authors:  Wang, Sheng;  Yuen, Ka Veng;  Yang, Xiaofeng;  Zhang, Biao
Favorite | TC[WOS]:5 TC[Scopus]:8  IF:7.5/7.6 | Submit date：2022/08/05
Bayes Methods  Data Models  Estimation  High Wind Speed Estimation  Microwave Radiometry  Nonparametric Modeling  Spatial Resolution  Synthetic Aperture Radar  Synthetic Aperture Radar (Sar)  Tropical Cyclone (Tc)  Wind Retrieval Model  Wind Speed  
A nonparametric model for online topic discovery with word embeddings Journal article
Chen, J., Gong, Z. G., Liu, W.. A nonparametric model for online topic discovery with word embeddings[J]. Information Science, 2019, 32-47.
Authors:  Chen, J.;  Gong, Z. G.;  Liu, W.
Favorite |   IF:0/0 | Submit date：2022/08/26
Data mining  Clustering  Topic model  Online topic discovery  Nonparametric model  Word embeddings  
A nonparametric model for online topic discovery with word embeddings Journal article
Junyang Chen, Zhiguo Gong, Weiwen Liu. A nonparametric model for online topic discovery with word embeddings[J]. Information Sciences, 2019, 504, 32-47.
Authors:  Junyang Chen;  Zhiguo Gong;  Weiwen Liu
Favorite | TC[WOS]:39 TC[Scopus]:55  IF:0/0 | Submit date：2021/03/09
Clustering  Data Mining  Nonparametric Model  Online Topic Discovery  Topic Model  Word Embeddings  
Bayesian Nonparametric Modeling of Structural Health Indicators under Severe Typhoons and Its Application to Modeling Modal Frequency Journal article
Sin-Chi Kuok, Ka-Veng Yuen. Bayesian Nonparametric Modeling of Structural Health Indicators under Severe Typhoons and Its Application to Modeling Modal Frequency[J]. Journal of Aerospace Engineering, 2019, 32(4), 04019036.
Authors:  Sin-Chi Kuok;  Ka-Veng Yuen
Favorite | TC[WOS]:15 TC[Scopus]:13  IF:1.5/1.8 | Submit date：2021/03/09
Bayesian Inference  Structural Health Monitoring  Model Selection  Nonparametric Modeling  Severe Typhoons  
Multi-resolution Bayesian Nonparametric General Regression for Structural Model Updating Journal article
Yuen, K. V., Ortiz, G.A.. Multi-resolution Bayesian Nonparametric General Regression for Structural Model Updating[J]. Structural Control and Health Monitoring, 2017, 1-14.
Authors:  Yuen, K. V.;  Ortiz, G.A.
Favorite |  | Submit date：2022/07/27
Bayesian Inference  General Regression  Modal Data  Model Updating  Nonparametric Method  Structural Health Monitoring  
Multiresolution Bayesian nonparametric general regression for structural model updating Journal article
Ka‐Veng Yuen, Gilberto A. Ortiz. Multiresolution Bayesian nonparametric general regression for structural model updating[J]. STRUCTURAL CONTROL & HEALTH MONITORING, 2017, 25(2).
Authors:  Ka‐Veng Yuen;  Gilberto A. Ortiz
Favorite | TC[WOS]:19 TC[Scopus]:19  IF:4.6/5.5 | Submit date：2018/10/30
Bayesian Inference  General Regression  Modal Data  Model Updating  Nonparametric Method  Structural Health Monitoring  
Novel nonparametric modeling of seismic attenuation and directivity relationship Journal article
Ka-Veng Yuen, Gilberto A. Ortiz, Ke Huang. Novel nonparametric modeling of seismic attenuation and directivity relationship[J]. Computer Methods in Applied Mechanics and Engineering, 2016, 311, 537-555.
Authors:  Ka-Veng Yuen;  Gilberto A. Ortiz;  Ke Huang
Favorite | TC[WOS]:23 TC[Scopus]:25  IF:6.9/6.7 | Submit date：2019/02/12
Bayesian Inference  General Regression  Model Selection  Nonparametric Regression  Peak Ground Acceleration  Seismic Attenuation  
Advances in Online Structural Identification Book chapter
出自: Encyclopedia of Earthquake Engineering:Springer, 2015, 页码:20-33
Authors:  Yuen, K. V.
Favorite |  | Submit date：2022/07/27
Bayesian inference  extended Kalman filter  model class selection  model updating  nonparametric identification  online updating  outlier  structural health monitoring  system identification