Dissimilarity based Partial Least Squares (DPLS) for genomic prediction from SNPs

被引:0
|
作者
Priyanka Singh
Jasper Engel
Jeroen Jansen
Jorn de Haan
Lutgarde Maria Celina Buydens
机构
[1] Genetwister Technologies B.V.,Department of Bioinformatics
[2] Radboud University Nijmegen,undefined
[3] Institute for Molecules and Materials,undefined
来源
BMC Genomics | / 17卷
关键词
Bacterial wilt; Genomic prediction; Phenotype prediction; Genetic distance; Dissimilarity based Partial Least Squares;
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
  • [41] Random Forest Regression Based on Partial Least Squares
    Hao, Zhulin
    Du, Jianqiang
    Nie, Bin
    Yu, Fang
    Yu, Riyue
    Xiong, Wangping
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, 2016, 127
  • [42] Distance-Based Partial Least Squares Analysis
    Krishnan, Anjali
    Kriegeskorte, Nikolaus
    Abdi, Herve
    NEW PERSPECTIVES IN PARTIAL LEAST SQUARES AND RELATED METHODS, 2013, 56 : 131 - 145
  • [43] Spectral feature matching based on partial least squares
    延伟东
    田铮
    潘璐璐
    丁明涛
    ChineseOpticsLetters, 2009, 7 (03) : 201 - 205
  • [44] Comparison of individualized facial growth prediction models based on the partial least squares and artificial intelligence
    Moon, Jun-Ho
    Shin, Hak-Kyun
    Lee, Ju-Myung
    Cho, Sung Joo
    Park, Ji-Ae
    Donatelli, Richard E.
    Lee, Shin-Jae
    ANGLE ORTHODONTIST, 2024, 94 (02) : 207 - 215
  • [45] Spectral feature matching based on partial least squares
    Yan, Weidong
    Tian, Zheng
    Pan, Lulu
    Ding, Mingtao
    CHINESE OPTICS LETTERS, 2009, 7 (03) : 201 - 205
  • [46] HYPERSPECTRAL IMAGE INTERPRETATION BASED ON PARTIAL LEAST SQUARES
    Santos, Andrey Bicalho
    Araujo, Arnaldo de Albuquerque
    Schwartz, William Robson
    Menotti, David
    2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, : 1885 - 1889
  • [47] Deep network compression based on partial least squares
    Jordao, Artur
    Yamada, Fernando
    Schwartz, William Robson
    NEUROCOMPUTING, 2020, 406 : 234 - 243
  • [48] ENVELOPE-BASED SPARSE PARTIAL LEAST SQUARES
    Zhu, Guangyu
    Su, Zhihua
    ANNALS OF STATISTICS, 2020, 48 (01): : 161 - 182
  • [49] Prediction of Placental Barrier Permeability: A Model Based on Partial Least Squares Variable Selection Procedure
    Zhang, Yong-Hong
    Xia, Zhi-Ning
    Yan, Li
    Liu, Shu-Shen
    MOLECULES, 2015, 20 (05): : 8270 - 8286
  • [50] Prediction of saxagliptin stability using a new approach based on Partial Least Squares and Design of Experiments
    Jordan, Nika
    Zakrajsek, Jure
    Bohanec, Simona
    Roskar, Robert
    Grabnar, Iztok
    PHARMACEUTICAL DEVELOPMENT AND TECHNOLOGY, 2020, 25 (10) : 1260 - 1270