SRGS: sparse partial least squares-based recursive gene selection for gene regulatory network inference

被引：0
|
作者：
Jinting Guan
Yang Wang
Yongjie Wang
Yan Zhuang
Guoli Ji
机构：
[1] Xiamen University,Department of Automation
[2] Xiamen University,National Institute for Data Science in Health and Medicine
来源：
BMC Genomics | / 23卷
关键词：
Gene regulatory network; Sparse partial least squares; Recursive gene selection; Single-cell gene expression; Bulk gene expression;
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] SRGS: sparse partial least squares-based recursive gene selection for gene regulatory network inference
    Guan, Jinting
    Wang, Yang
    Wang, Yongjie
    Zhuang, Yan
    Ji, Guoli
    [J]. BMC GENOMICS, 2022, 23 (01)
  • [2] Partial least squares-based gene expression analysis in preeclampsia
    Jiang, F.
    Yang, Y.
    Li, J.
    Li, W.
    Luo, Y.
    Li, Y.
    Zhao, H.
    Wang, X.
    Yin, G.
    Wu, G.
    [J]. GENETICS AND MOLECULAR RESEARCH, 2015, 14 (02): : 6598 - 6604
  • [3] Fast and accurate gene regulatory network inference by normalized least squares regression
    Hillerton, Thomas
    Secilmi, Deniz
    Nelander, Sven
    Sonnhammer, Erik L. L.
    Valencia, Alfonso
    [J]. BIOINFORMATICS, 2022, 38 (08) : 2263 - 2268
  • [4] A recursive least squares-based demodulator for electrical tomography
    Xu, Lijun
    Zhou, Haili
    Cao, Zhang
    [J]. REVIEW OF SCIENTIFIC INSTRUMENTS, 2013, 84 (04):
  • [5] A Partial least squares-based regression approach for analysis of frontotemporal dementia gene markers in human brain gene microarray data
    Chan, S. C.
    Wu, H. C.
    Lin, J. Q.
    Zhang, Z. G.
    [J]. 2018 IEEE 23RD INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP), 2018,
  • [6] SPARSE REPRESENTATION AND LEAST SQUARES-BASED CLASSIFICATION IN FACE RECOGNITION
    Iliadis, Michael
    Spinoulas, Leonidas
    Berahas, Albert S.
    Wang, Haohong
    Katsaggelos, Aggelos K.
    [J]. 2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2014, : 526 - 530
  • [7] Partial least squares based dimension reduction with gene selection for tumor classification
    Li, Guo-Zheng
    Zeng, Xue-Qiang
    Yang, Jack Y.
    Yang, Mary Qu
    [J]. PROCEEDINGS OF THE 7TH IEEE INTERNATIONAL SYMPOSIUM ON BIOINFORMATICS AND BIOENGINEERING, VOLS I AND II, 2007, : 1439 - +
  • [8] A new recursive least squares-based learning algorithm for spiking neurons
    Zhang, Yun
    Qu, Hong
    Luo, Xiaoling
    Chen, Yi
    Wang, Yuchen
    Zhang, Malu
    Li, Zefang
    [J]. NEURAL NETWORKS, 2021, 138 : 110 - 125
  • [9] Recursive Least Squares-Based Adaptive Control of a Biodiesel Transesterification Reactor
    Kuen, Ho Yong
    Mjalli, Farouq S.
    Koon, Yeoh Hak
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2010, 49 (22) : 11434 - 11442
  • [10] Allergenicity prediction by partial least squares-based discriminant analysis
    Naneva, L. H.
    Dimitrov, I. D.
    Bangov, I. P.
    Doytchinova, I. A.
    [J]. BULGARIAN CHEMICAL COMMUNICATIONS, 2014, 46 (02): : 389 - 396
12345