Mang Liang

A Stacking Ensemble Learning Framework for Genomic Prediction

Mang Liang, Tianpeng Chang, Bingxing An et al. · Frontiers in Genetics · 2021 · 105 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +21

Genome-Wide Association Analysis of Growth Curve Parameters in Chinese Simmental Beef Cattle

Xinghai Duan, Bingxing An, Lili Du et al. · Animals · 2021 · 52 citations · Full text

KCRR: a nonlinear machine learning with a modified genomic similarity matrix improved the genomic prediction efficiency

Bingxing An, Mang Liang, Tianpeng Chang et al. · Briefings in Bioinformatics · 2021 · 40 citations

Engineering, Genetics, Feature Selection +25

Application of ensemble learning to genomic selection in chinese simmental beef cattle

Mang Liang, Jian Miao, Xiaoqiao Wang et al. · Journal of Animal Breeding and Genetics · 2020 · 39 citations

Integrating genomics and transcriptomics to identify candidate genes for subcutaneous fat deposition in beef cattle

Lili Du, Keanning Li, Tianpeng Chang et al. · Genomics · 2022 · 34 citations · Full text

Fat Deposition, Genetics, Livestock Production +22