RCMF: a robust collaborative matrix factorization method to predict miRNA-disease associations

被引:0
|
作者
Zhen Cui
Jin-Xing Liu
Ying-Lian Gao
Chun-Hou Zheng
Juan Wang
机构
[1] Qufu Normal University,School of Information Science and Engineering
[2] Anhui University,Co
[3] Qufu Normal University Library,Innovation Center for Information Supply & Assurance Technology
[4] Qufu Normal University,undefined
来源
关键词
MiRNA-disease association prediction; L; -norm; Collaborative regularization; Matrix factorization;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] IMIPMF: Inferring miRNA-disease interactions using probabilistic matrix factorization
    Ha, Jihwan
    Park, Chihyun
    Park, Chanyoung
    Park, Sanghyun
    [J]. JOURNAL OF BIOMEDICAL INFORMATICS, 2020, 102
  • [22] Fusing Multiple Biological Networks to Effectively Predict miRNA-disease Associations
    Zhu, Qingqi
    Fan, Yongxian
    Pan, Xiaoyong
    [J]. CURRENT BIOINFORMATICS, 2021, 16 (03) : 371 - 384
  • [23] MDMF: Predicting miRNA-Disease Association Based on Matrix Factorization with Disease Similarity Constraint
    Ha, Jihwan
    [J]. JOURNAL OF PERSONALIZED MEDICINE, 2022, 12 (06):
  • [24] RSCMDA: Prediction of Potential miRNA-Disease Associations Based on a Robust Similarity Constraint Learning Method
    Yu ShengPeng
    Wang Hong
    [J]. INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2021, 13 (04) : 559 - 571
  • [25] Hessian Regularized L2,1-Nonnegative Matrix Factorization and Deep Learning for miRNA-Disease Associations Prediction
    Han, Guo-Sheng
    Gao, Qi
    Peng, Ling-Zhi
    Tang, Jing
    [J]. INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2024, 16 (01) : 176 - 191
  • [26] Potential miRNA-disease association prediction based on kernelized Bayesian matrix factorization
    Chen, Xing
    Li, Shao-Xin
    Yin, Jun
    Wang, Chun-Chun
    [J]. GENOMICS, 2020, 112 (01) : 809 - 819
  • [27] Matrix reconstruction with reliable neighbors for predicting potential MiRNA-disease associations
    Feng, Hailin
    Jin, Dongdong
    Li, Jian
    Li, Yane
    Zou, Quan
    Liu, Tongcun
    [J]. BRIEFINGS IN BIOINFORMATICS, 2023, 24 (01)
  • [28] Prediction of miRNA-disease Associations by Deep Matrix Decomposition Method based on Fused Similarity Information
    Chen, Xia
    Qu, Qiang
    Zhang, Xiang
    Nie, Hao
    Chao, Xiuxiu
    Ou, Weihao
    Chen, Haowen
    Fu, Xiangzheng
    [J]. CURRENT BIOINFORMATICS, 2024,
  • [29] Predicting miRNA-Disease Associations Based On Multi-View Variational Graph Auto-Encoder With Matrix Factorization
    Ding, Yulian
    Lei, Xiujuan
    Liao, Bo
    Wu, Fang-Xiang
    [J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 26 (01) : 446 - 457
  • [30] EMCMDA: predicting miRNA-disease associations via efficient matrix completion
    Qin, Chao
    Zhang, Jiancheng
    Ma, Lingyu
    [J]. SCIENTIFIC REPORTS, 2024, 14 (01):