Biclustering of gene expression data by non-smooth non-negative matrix factorization

被引：0
|
作者：
Pedro Carmona-Saez
Roberto D Pascual-Marqui
F Tirado
Jose M Carazo
Alberto Pascual-Montano
机构：
[1] Campus Universidad Autónoma de Madrid,BioComputing Unit. National Center of Biotechnology
[2] University Hospital of Psychiatry,The KEY Institute for Brain
[3] Universidad Complutense de Madrid,Mind Research
来源：
BMC Bioinformatics | / 7卷
关键词：
Synovial Sarcoma; Basis Experiment; Gene Expression Dataset; Model Selection Method; Encode Vector;
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] Biclustering of gene expression data by non-smooth non-negative matrix factorization
    Carmona-Saez, P
    Pascual-Marqui, RD
    Tirado, F
    Carazo, JM
    Pascual-Montano, A
    [J]. BMC BIOINFORMATICS, 2006, 7 (1)
  • [2] Iterative Weighted Non-smooth Non-negative Matrix Factorization for Face Recognition
    Sabzalian, B.
    Abolghasemi, V
    [J]. INTERNATIONAL JOURNAL OF ENGINEERING, 2018, 31 (10): : 1698 - 1707
  • [3] Gene Expression Data Classification Based on Non-negative Matrix Factorization
    Zheng, Chun-Hou
    Zhang, Ping
    Zhang, Lei
    Liu, Xin-Xin
    Han, Ju
    [J]. IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1- 6, 2009, : 194 - +
  • [4] A Framework for Regularized Non-Negative Matrix Factorization, with Application to the Analysis of Gene Expression Data
    Taslaman, Leo
    Nilsson, Bjorn
    [J]. PLOS ONE, 2012, 7 (11):
  • [5] Hessian Regularization Based Non-negative Matrix Factorization for Gene Expression Data Clustering
    Liu, Xiao
    Shi, Jun
    Wang, Congzhi
    [J]. 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, : 4130 - 4133
  • [6] Non-negative Matrix Factorization for Binary Data
    Larsen, Jacob Sogaard
    Clemmensen, Line Katrine Harder
    [J]. 2015 7TH INTERNATIONAL JOINT CONFERENCE ON KNOWLEDGE DISCOVERY, KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT (IC3K), 2015, : 555 - 563
  • [7] Tumor Classification Based on Non-Negative Matrix Factorization Using Gene Expression Data
    Zheng, Chun-Hou
    Ng, To-Yee
    Zhang, Lei
    Shiu, Chi-Keung
    Wang, Hong-Qiang
    [J]. IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2011, 10 (02) : 86 - 93
  • [8] IMPROVED NON-NEGATIVE FACTORIZATION IN THE ANALYSIS OF GENE EXPRESSION DATA
    Zhang, Jin
    Wang, Jiajun
    [J]. 2008 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND SIGNAL PROCESSING, VOLS 1 AND 2, 2007, : 163 - 167
  • [9] Gene Expression Analysis through Parallel Non-Negative Matrix Factorization
    Alejandra Serrano-Rubio, Angelica
    Morales-Luna, Guillermo B.
    Meneses-Viveros, Amilcar
    [J]. COMPUTATION, 2021, 9 (10)
  • [10] Graph Regularized Lp Smooth Non-negative Matrix Factorization for Data Representation
    Chengcai Leng
    Hai Zhang
    Guorong Cai
    Irene Cheng
    Anup Basu
    [J]. IEEE/CAA Journal of Automatica Sinica, 2019, 6 (02) : 584 - 595
12345