Author

Yun Tian

Beijing University of Chemical TechnologyPrimary ORCID profile (0000-0002-0906-3919 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Yun TianiD1 paper · Hunan Agricultural University

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Guimin ZhangiD· 1 shared Jiangning SongiD· 1 shared Menghan Jiang· 1 shared Shantong HuiD· 1 shared Shihui Wang· 1 shared Wenya WangiD· 1 shared Xiaoyu WangiD· 1 shared Yongfei Chang· 1 shared

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2024-2024 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Guimin ZhangORCID

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1 paper

Recent·Most cited

HPClas: A data-driven approach for identifying halophilic proteins based on catBoost

Shantong Hu, Xiaoyu Wang, Zhikang Wang, Yongfei Chang, Yun Tian, Zhuoqian Li, Menghan Jiang, Shihui Wang, Wenya Wang, Jiangning Song, Guimin Zhang

HPClas is a machine learning classifier using catBoost to identify halophilic proteins with high accuracy, achieving AUROC scores of 0.877 and 0.845 on training and test sets respectively.

mLife · Jul 20, 2024Peer-reviewedBioinformatics