Author

Haofeng Ma

Northwest A&F University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:machine learning (classical)· 1 Approach:matrix factorization· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Quanzhong LiuiD· 1 shared Ran LiiD· 1 shared Xihong WangiD· 1 shared Yu JiangiD· 1 shared Yudong CaiiD· 1 shared Zhuangbiao ZhangiD· 1 shared Zhunhao Hu· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Quanzhong LiuORCID

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1 paper

Recent·Most cited

GP-ML-DC: An Ensemble Machine Learning-Based Genomic Prediction Approach with Automated Two-Phase Dimensionality Reduction via Divide-and-Conquer Techniques

Quanzhong Liu, Haofeng Ma, Zhuangbiao Zhang, Zhunhao Hu, Xihong Wang, Ran Li, Yudong Cai, Yu Jiang

GP-ML-DC improves genome prediction by combining machine learning and deep learning with a two-phase dimensionality reduction approach, outperforming existing methods on cattle milk traits.

bioRxiv · Dec 26, 2024 · PreprintBioinformatics