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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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Submit date:2022/07/09
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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Submit date:2022/08/02
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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Submit date:2022/08/02
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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Submit date:2022/08/02
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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Submit date:2022/08/02
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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Submit date:2022/08/14
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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Submit date:2022/08/02
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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Submit date:2022/08/13
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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Submit date:2022/08/01
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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Submit date:2022/08/02
Convex optimization
Feature relevance
Feature selection
Label correlation
Label distribution
Mutual information