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List of works by Ying-Lian Gao

DSTPCA: Double-Sparse Constrained Tensor Principal Component Analysis Method for Feature Selection

scientific article published on 24 September 2019

Dual Hyper-graph Regularized Supervised NMF for Selecting Differentially Expressed Genes and Tumor Classification

scientific article published on 19 February 2020

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

scientific article published on 20 February 2020

Integrative Hypergraph Regularized Principal Component Analysis for Sample Clustering and Co-expression Genes Network Analysis on Multi-omics Data

scientific article published on 21 October 2019

Joint L1/2-Norm Constraint and Graph-Laplacian PCA Method for Feature Extraction.

scientific article

LWPCMF: Logistic Weighted Profile-based Collaborative Matrix Factorization for Predicting MiRNA-Disease Associations

scientific article published on 28 August 2019

LncRNA-disease associations prediction using bipartite local model with nearest profile-based association inferring

scientific article published on 28 August 2019

Multi-label Fusion Collaborative Matrix Factorization for Predicting LncRNA-Disease Associations

scientific article published on 22 April 2020

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

scientific article published on 29 October 2020

Non-Negative Low-Rank Representation With Similarity Correction for Cell Type Identification in scRNA-Seq Data

scientific article published on 26 September 2023

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

scientific article published on 22 February 2019

Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization

scientific article published in 2022

WGRCMF: A Weighted Graph Regularized Collaborative Matrix Factorization Method for Predicting Novel LncRNA-Disease Associations

scientific article published on 13 April 2020

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