Author

Hang Fai Kwok

University of MacauORCID 0000-0002-6349-4517Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

Bob ZhangiD· 1 shared Jielu YaniD· 1 shared Mingliang ZhouiD· 1 shared Shirley W. I. SiuiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Bob ZhangORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 13, 2021

Multi-Branch-CNN: classification of ion channel interacting peptides using parallel convolutional neural networks

Jielu Yan, Bob Zhang, Mingliang Zhou…·Shirley W. I. Siu

The paper introduces Multi-Branch-CNN, a parallel CNN method for classifying ion channel interacting peptides, showing improved performance on novel sequences compared to traditional ML algorithms and other CNN variants.

1 citation

protein sequencemachine learning (classical)

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