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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  
Short-term power load interval forecasting based on nonparametric Bootstrap errors sampling Journal article
Energy Reports, 2022,Volume: 8,Page: 6672-6686
Authors:  Xiao, Ling;  Li, Miaotong;  Zhang, Shenghui
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Adaptive Boosting Algorithm  Extreme Learning Machine  Nonparametric Bootstrap Sampling  Power Load Interval Forecasting  
Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learni Journal article
Future Generation Computer Systems, 2022,Volume: 133,Issue: 1,Page: 10-22
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven;  Chang, Victor
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Machine Learning  Deep Learning  Multi-class Classification  Parameter Optimization  Classification Model Training  Medical Dataset  Radiological Images Recognition  
Robust Image Forgery Detection over Online Social Network Shared Images Conference paper
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, New Orleans, Louisiana, 2022-07-19
Authors:  Haiwei Wu;  Jiantao Zhou;  Jinyu Tian;  Jun Liu
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Boosting active learning via improving test performance Conference paper
The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), Virtual, 2022-02-22
Authors:  Tianyan Wang;  Xingjian Li;  Pengkun Yang;  Guosheng Hu;  Xiangrui Zeng;  Siyu Huang;  Cheng-Zhong Xu;  Min Xu
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Robust Image Forgery Detection Against Transmission over Online Social Networks Journal article
IEEE Transactions on Information Forensics and Security, 2022,Volume: 17,Page: 443-456
Authors:  Wu, Haiwei;  Zhou, Jiantao;  Tian, Jinyu;  Liu, Jun;  Qiao, Yu
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Deep Neural Networks  Image Forgery Detection  Robustness  Social Networks  
IID-Net: Image Inpainting Detection Network via Neural Architecture Search and Attention Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022,Volume: 32,Issue: 3,Page: 1172-1185
Authors:  Wu, Haiwei;  Zhou, Jiantao
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Deep Neural Networks  Generalizability  Inpainting Forensics  
Stimulus-Stimulus Transfer Based on Time-Frequency-Joint Representation in SSVEP-Based BCIs Journal article
IEEE Transactions on Biomedical Engineering, 2022
Authors:  Wang Ze;  Wong Chi Man;  Agostinho Rosa;  Qian Tao;  Tzyy-Ping Jung;  Wan F(萬峰)
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“In-Network Ensemble”: Deep Ensemble Learning with Diversified Knowledge Distillation Journal article
ACM Transactions on Intelligent Systems and Technology, 2021,Volume: 12,Issue: 5,Page: 63:1-63:19
Authors:  Xingjian Li;  Haoyi Xiong;  Zeyu Chen;  Jun Huan;  Cheng-Zhong Xu;  Dejing Dou
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Transfer Learning  Knowledge Distillation  Ensemble Learning  
Revisiting the Frontiers of Analog and Mixed-Signal Integrated Circuits Architectures and Techniques towards the future Internet of Everything (IoE) Applications Journal article
Foundations and Trends® in Integrated Circuits and Systems, 2021,Volume: 1,Issue: 2-3,Page: 72-216
Authors:  Rui P. Martins;  Pui-In Mak;  Sai-Weng Sin;  Man-Kay Law;  Yan Zhu;  Yan Lu;  Jun Yin;  Chi-Hang Chan;  Yong Chen;  Ka-Fai Un;  Mo Huang;  Minglei Zhang;  Yang Jiang;  Wei-Han Yu
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Analog-to-digital Converters, Mixed-signal Circuits And Systems, Rf Circuits, Mm-wave Integrated Circuits, Wireless Circuits, Wireline Circuits, Data Converters, Analog-to-digital Converters, Sensors, Analog-to-digital Conversion