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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  
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  
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.
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Cluster ensemble  ensemble learning  multiview clustering  random subspace transformation  
Gaussian process image classification based on multi-layer convolution kernel function Journal article
Neurocomputing, 2022,Volume: 480,Page: 99-109
Authors:  Xu, Lixiang;  Zhou, Biao;  Li, Xinlu;  Wu, Zhize;  Chen, Yan;  Wang, Xiaofeng;  Tang, Yuanyan
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Convolution Kernel Function  Gaussian Process  Image Classification  Multi-layer Kernel  
A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data Journal article
Journal of Supercomputing, 2022,Volume: 78,Issue: 5,Page: 7428-7463
Authors:  Li, Jinyan;  Wu, Yaoyang;  Fong, Simon;  Tallón-Ballesteros, Antonio J.;  Yang, Xin she;  Mohammed, Sabah;  Wu, Feng
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Binary Pso  Ensemble  Imbalanced Classification  Integrity  Multi-objective  Under-sampling  
Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission Journal article
IEEE Transactions on Emerging Topics in Computational Intelligence, 2022
Authors:  Xie, Runshan;  Vong, Chi Man;  Chen, C. L.P.;  Wang, Shitong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Broad Learning System (Bls)  Co-adaption  Generalization  Learning Algorithms  Overfitting  Simple Linear Models  Stacked Structure  
Prediction of differentially expressed microRNAs in blood as potential biomarkers for Alzheimer’s disease by meta-analysis and adaptive boosting ensemble learning Journal article
Alzheimer's Research and Therapy, 2021,Volume: 13,Issue: 1
Authors:  Yuen, Sze Chung;  Liang, Xiaonan;  Zhu, Hongmei;  Jia, Yongliang;  Leung, Siu wai
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Abmda  Alzheimer’s Disease  Biomarkers  Meta-analysis  Micrornas  Neuroinflammation  Neuronal Cell Cycle Re-entry  
Fine-grained Question-Answer sentiment classification with hierarchical graph attention network Journal article
Neurocomputing, 2021,Volume: 457,Page: 214-224
Authors:  Zeng, Jiandian;  Liu, Tianyi;  Jia, Weijia;  Zhou, Jiantao
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Graph Attention Network  Question Answer  Sentiment Classification  
Denoising in the Dark: Privacy-Preserving Deep Neural Network-Based Image Denoising Journal article
IEEE Transactions on Dependable and Secure Computing, 2021,Volume: 18,Issue: 3,Page: 1261-1275
Authors:  Zheng, Yifeng;  Duan, Huayi;  Tang, Xiaoting;  Wang, Cong;  Zhou, Jiantao
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Cloud Computing  Deep Neural Networks  Image Denoising  Privacy Preservation  
Multiple graph kernel learning based on GMDH-type neural network Journal article
Information Fusion, 2021,Volume: 66,Page: 100-110
Authors:  Xu, Lixiang;  Bai, Lu;  Xiao, Jin;  Liu, Qi;  Chen, Enhong;  Wang, Xiaofeng;  Tang, Yuanyan
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Ensemble Selection  Group Method Of Data Handling  Probabilistic Output  Regularity Criterion  Support Vector Machine