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Robust and fuzzy ensemble framework via spectral learning for random projection-based fuzzy-c-means clustering Journal article
Engineering Applications of Artificial Intelligence, 2023,Volume: 117
Authors:  Shi, Zhaoyin;  Chen, Long;  Duan, Junwei;  Chen, Guangyong;  Zhao, Kai
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2023/02/08
Ensemble  Fuzzy-c-means  Random projection  Robust  Spectral learning  
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
Adobe PDF | Favorite |  | TC[WOS]:8 TC[Scopus]:15 | Submit date：2022/07/09
Reading Achievement, Pisa, Machine Learning, Macau Education  
Recent advances in wearable electromechanical sensors—Moving towards machine learning-assisted wearable sensing systems Journal article
Nano Energy, 2022,Volume: 105,Page: 108041
Authors:  Nian Dai;  Iek Man Lei;  Zhaoyang Li;  Yi Li;  Peng Fang;  Junwen Zhong
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A novel Bayesian ensembling model for wind power forecasting Journal article
Heliyon, 2022,Volume: 8,Issue: 11
Authors:  Tang, Jingwei;  Hu, Jianming;  Heng, Jiani;  Liu, Zhi
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/12/01
Bayesian Ensembling  Echo State Network  Generalized Mixture Function  
Biodegradable Smart Face Masks for Machine Learning-Assisted Chronic Respiratory Disease Diagnosis Journal article
ACS Sensors, 2022,Volume: 7,Issue: 10,Page: 3135-3143
Authors:  Kaijun Zhang;  Zhaoyang Li;  Jianfeng Zhang;  Dazhe Zhao;  Yucong Pi;  Yujun Shi;  Renkun Wang;  Peisheng Chen;  Chaojie Li;  Gangjin Chen;  Iek Man Lei;  Junwen Zhong
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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  
Multi-Branch-CNN: Classification of ion channel interacting peptides using multi-branch convolutional neural network Journal article
Computers in Biology and Medicine, 2022,Volume: 147
Authors:  Yan, Jielu;  Zhang, Bob;  Zhou, Mingliang;  Kwok, Hang Fai;  Siu, Shirley W.I.
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Classification  Deep Learning  Drug Discovery  Ion Channel  Multi-branch-cnn  Peptides  
Integrated in Silico Formulation Design of Lipid-based Drug Delivery Systems Thesis
University of Macau: University of Macau, 2022
Authors:  Haoshi Gao;  Li HF(李海峰);  Defang Ouyang
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PIWI-interacting RNAs in human diseases: databases and computational models Journal article
Briefings in Bioinformatics, 2022,Volume: 23,Issue: 4,Page: 1-22
Authors:  Zhang, Tianjiao;  Chen, Liang;  Li, Rongzhen;  Ning, Liu;  Huang, Xiaobing;  Wong, Garry
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Clustering Ensemble Based on Hybrid Multiview Clustering Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 7,Page: 6518-6530
Authors:  Yu, Zhiwen;  Wang, Daxing;  Meng, Xian Bing;  Philip Chen, C. L.
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date：2022/08/02
Cluster ensemble  ensemble learning  multiview clustering  random subspace transformation