Ying-Lian Gao

Regularized Non-Negative Matrix Factorization for Identifying Differentially Expressed Genes and Clustering Samples: A Survey

Jin‐Xing Liu, Dong Wang, Ying-Lian Gao et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2017 · 66 citations

Supervised Discriminative Sparse PCA for Com-Characteristic Gene Selection and Tumor Classification on Multiview Biological Data

Chun-Mei Feng, Yong Xu, Jin‐Xing Liu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 65 citations

Engineering, Machine Learning, Feature Selection +22

Hyper-Graph Regularized Constrained NMF for Selecting Differentially Expressed Genes and Tumor Classification

Cui-Na Jiao, Ying-Lian Gao, Na Yu et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 53 citations

Non-negative Matrix Factorization, Engineering, Machine Learning +25

PCA Based on Graph Laplacian Regularization and P-Norm for Gene Selection and Clustering

Chun-Mei Feng, Ying-Lian Gao, Jin‐Xing Liu et al. · IEEE Transactions on NanoBioscience · 2017 · 44 citations

Engineering, Gene Selection, Feature Selection +22

NCPLP: A Novel Approach for Predicting Microbe-Associated Diseases With Network Consistency Projection and Label Propagation

Meng-Meng Yin, Jin‐Xing Liu, Ying-Lian Gao et al. · IEEE Transactions on Cybernetics · 2020 · 43 citations

Engineering, Bioinformatics Database, Network Consistency Projection +23