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  1. No Access

    Article

    Identification of potent antimicrobial peptides via a machine-learning pipeline that mines the entire space of peptide sequences

    Systematically identifying functional peptides is difficult owing to the vast combinatorial space of peptide sequences. Here we report a machine-learning pipeline that mines the hundreds of billions of sequenc...

    Junjie Huang, Yanchao Xu, Yunfan Xue, Yue Huang, Xu Li… in Nature Biomedical Engineering (2023)

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    Chapter and Conference Paper

    Visualizing CNN: An Experimental Comparative Study

    To intuitively and accurately understand the decision mechanism of Convolutional Neural Networks(CNN), CNN visualization, as an essential part of explainable deep learning, has gradually become a hot topic in ...

    **nyi Xu, Shi Tu, Yunfan Xue, Lin Chai in Pattern Recognition (2023)