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
  • [1] RCMF: a robust collaborative matrix factorization method to predict miRNA-disease associations
    Cui, Zhen
    Liu, Jin-Xing
    Gao, Ying-Lian
    Zheng, Chun-Hou
    Wang, Juan
    [J]. BMC BIOINFORMATICS, 2019, 20 (01)
  • [2] MCCMF: collaborative matrix factorization based on matrix completion for predicting miRNA-disease associations
    Wu, Tian-Ru
    Yin, Meng-Meng
    Jiao, Cui-Na
    Gao, Ying-Lian
    Kong, Xiang-Zhen
    Liu, Jin-Xing
    [J]. BMC BIOINFORMATICS, 2020, 21 (01)
  • [3] MCCMF: collaborative matrix factorization based on matrix completion for predicting miRNA-disease associations
    Tian-Ru Wu
    Meng-Meng Yin
    Cui-Na Jiao
    Ying-Lian Gao
    Xiang-Zhen Kong
    Jin-Xing Liu
    [J]. BMC Bioinformatics, 21
  • [4] Bipartite graph-based collaborative matrix factorization method for predicting miRNA-disease associations
    Feng Zhou
    Meng-Meng Yin
    Cui-Na Jiao
    Zhen Cui
    Jing-Xiu Zhao
    Jin-Xing Liu
    [J]. BMC Bioinformatics, 22
  • [5] Bipartite graph-based collaborative matrix factorization method for predicting miRNA-disease associations
    Zhou, Feng
    Yin, Meng-Meng
    Jiao, Cui-Na
    Cui, Zhen
    Zhao, Jing-Xiu
    Liu, Jin-Xing
    [J]. BMC BIOINFORMATICS, 2021, 22 (01)
  • [6] miRNA-Disease Association Prediction with Collaborative Matrix Factorization
    Shen, Zhen
    Zhang, You-Hua
    Han, Kyungsook
    Nandi, Asoke K.
    Honig, Barry
    Huang, De-Shuang
    [J]. COMPLEXITY, 2017,
  • [7] NPCMF: Nearest Profile-based Collaborative Matrix Factorization method for predicting miRNA-disease associations
    Ying-Lian Gao
    Zhen Cui
    Jin-Xing Liu
    Juan Wang
    Chun-Hou Zheng
    [J]. BMC Bioinformatics, 20
  • [8] NPCMF: Nearest Profile-based Collaborative Matrix Factorization method for predicting miRNA-disease associations
    Gao, Ying-Lian
    Cui, Zhen
    Liu, Jin-Xing
    Wang, Juan
    Zheng, Chun-Hou
    [J]. BMC BIOINFORMATICS, 2019, 20 (1)
  • [9] LWPCMF: Logistic Weighted Profile-Based Collaborative Matrix Factorization for Predicting MiRNA-Disease Associations
    Yin, Meng-Meng
    Cui, Zhen
    Gao, Ming-Ming
    Liu, Jin-Xing
    Gao, Ying-Lian
    [J]. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2021, 18 (03) : 1122 - 1129
  • [10] DMFVAE: miRNA-disease associations prediction based on deep matrix factorization method with variational autoencoder
    WEI Pijing
    WANG Qianqian
    GAO Zhen
    CAO Ruifen
    ZHENG Chunhou
    [J]. Frontiers of Computer Science., 2024, 18 (06)