Xinghai Duan

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

Genome-wide selection signatures analysis of litter size in Dazu black goats using single-nucleotide polymorphism

E Guangxin, Xinghai Duan, Jiahua Zhang et al. · 3 Biotech · 2019 · 38 citations · Full text

Litter Size, Genome-wide Selection, Animal Science +13