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Data-driven geotechnical site recognition using machine learning and sparse representation Journal article
Guan, Zheng, Wang, Yu, Phoon, Kok Kwang. Data-driven geotechnical site recognition using machine learning and sparse representation[J]. Engineering Geology, 2025, 346.
Authors:  Guan, Zheng;  Wang, Yu;  Phoon, Kok Kwang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.9/7.6 | Submit date：2025/01/22
Geotechnical Site Characterization  Spatial Variability  Site Recognition  Sparse Representation  Proper Orthogonal Decomposition  
Dictionary Learning of Spatial Variability at a Specific Site Using Data from Other Sites Journal article
Guan, Zheng, Wang, Yu, Phoon, Kok Kwang. Dictionary Learning of Spatial Variability at a Specific Site Using Data from Other Sites[J]. Journal of Geotechnical and Geoenvironmental Engineering, 2024, 150(9), 04024072.
Authors:  Guan, Zheng;  Wang, Yu;  Phoon, Kok Kwang
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:3.9/4.5 | Submit date：2024/08/05
Bayesian Learning  Dictionary Learning  Geotechnical Site Characterization  Prior Knowledge  Spatial Variability  
Fusion of sparse non-co-located measurements from multiple sources for geotechnical site investigation Journal article
Guan, Zheng, Wang, Yu, Phoon, Kok Kwang. Fusion of sparse non-co-located measurements from multiple sources for geotechnical site investigation[J]. Canadian Geotechnical Journal, 2024, 61(8), 1574-1592.
Authors:  Guan, Zheng;  Wang, Yu;  Phoon, Kok Kwang
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:3.0/3.9 | Submit date：2024/09/03
Compressive Sampling  Data Fusion  Geotechnical Site Characterization  Joint Representation  Sparse Data  
A flexible and efficient model coupling multi-type data for 2D/3D stratigraphic modeling Journal article
Yan, Wei, Guan, Zheng, Zhou, Wan Huan, Shen, Ping. A flexible and efficient model coupling multi-type data for 2D/3D stratigraphic modeling[J]. Bulletin of Engineering Geology and the Environment, 2024, 83(5), 195.
Authors:  Yan, Wei;  Guan, Zheng;  Zhou, Wan Huan;  Shen, Ping
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:3.7/4.2 | Submit date：2024/05/16
Stratigraphic Modeling  Multi-type Data Coupling  Site Characterization  Data-driven Approach  Weighted Ellipse Nearest Neighbor