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What explains Macau students' achievement? An integrative perspective using a machine learning approach Journal article
Journal for the Study of Education and Development, 2022,Volume: 45,Issue: 4,Page: 1-20
Authors:  Wang, Yi;  King, Ronnel;  Haw, Joseph;  Leung, Shing On
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Reading Achievement, Pisa, Machine Learning, Macau Education  
A novel probabilistic framework with interpretability for generator coherency identification Journal article
International Journal of Electrical Power and Energy Systems, 2022,Volume: 143
Authors:  Liu, Fengrui;  Yin, Yikun;  Li, Baitong
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Generator Coherency Identification  Interpretability  Multi-task Learning  Spatial–temporal Auto-encoder  Wide-area Measurement  
Improving deep learning on point cloud by maximizing mutual information across layers Journal article
Pattern Recognition, 2022,Volume: 131
Authors:  Wang, Di;  Tang, Lulu;  Wang, Xu;  Luo, Luqing;  Yang, Zhi Xin
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3D vision  Deep learning  Mutual information  Point clouds  
Locality preserving projection with symmetric graph embedding for unsupervised dimensionality reduction Journal article
Pattern Recognition, 2022,Volume: 131
Authors:  Lu, Xiaohuan;  Long, Jiang;  Wen, Jie;  Fei, Lunke;  Zhang, Bob;  Xu, Yong
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Dimensionality Reduction  Feature Extraction  Graph Embedding  Unsupervised Learning  
Tunneling-induced settlement prediction using the hybrid feature selection method for feature optimization Journal article
Transportation Geotechnics, 2022,Volume: 36
Authors:  Cheng, Yang;  Zhou, Wan Huan;  Xu, Tao
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Feature selection  Ground settlement  Machine learning  Shield tunneling  Variable importance  
The neural mechanisms underlying effort process modulated by efficacy Journal article
Neuropsychologia, 2022,Volume: 173
Authors:  Cao, Siqi;  Liu, Xun;  Wu, Haiyan
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Efficacy  Proactive Control  Sustained Effort  Contingent Negative Variation  β Oscillation  
Multi-scale Multi-instance Multi-feature Joint Learning Broad Network (M3JLBN) for gastric intestinal metaplasia subtype classification Journal article
Knowledge-Based Systems, 2022,Volume: 249
Authors:  Lai, Qi;  Vong, Chi Man;  Wong, Pak Kin;  Wang, Shi Tong;  Yan, Tao;  Choi, I. Cheong;  Yu, Hon Ho
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Gastric intestinal metaplasia  Gastrointestinal endoscope images  Joint learning broad network  Multi-instance learning  Multiple features  
Oxytocin modulates social brain network correlations in resting and task state Journal article
Cerebral Cortex, 2022
Authors:  Wu, Qingyuan;  Huang, Qi;  Liu, Chao;  Wu, Haiyan
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Oxytocin  Fmri  Self-resemblance  Social Brain  Self-other Overlap  
How newcomers’ learning goal orientation develops leader–member exchange: A dual mediating model Conference paper
Seattle, WA, United States, 2022-08
Authors:  Gao, Shanshan;  Lin, Xiaowan;  Lam, L. W.
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Relevance-based label distribution feature selection via convex optimization Journal article
Information Sciences, 2022,Volume: 607,Page: 322-345
Authors:  Qian, Wenbin;  Ye, Qianzhi;  Li, Yihui;  Huang, Jintao;  Dai, Shiming
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Convex optimization  Feature relevance  Feature selection  Label correlation  Label distribution  Mutual information