Bayesian neural networks with variable selection for prediction of genotypic values

被引：0
|
作者：
Giel H. H. van Bergen
Pascal Duenk
Cornelis A. Albers
Piter Bijma
Mario P. L. Calus
Yvonne C. J. Wientjes
Hilbert J. Kappen
机构：
[1] Donders Institute for Brain Cognition and Behavior,SNN Machine Learning Group, Biophysics Department
[2] Radboud University,Animal Breeding and Genomics
[3] Wageningen University and Research,Department of Molecular Developmental Biology
[4] Radboud Institute for Molecular Life Sciences,Department of Human Genetics
[5] Radboud University,undefined
[6] Donders Institute for Brain,undefined
[7] Cognition and Behaviour,undefined
[8] Radboud University Medical Center,undefined
[9] Euretos B.V.,undefined
[10] Yalelaan 1,undefined
来源：
Genetics Selection Evolution | / 52卷
关键词：
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] Model selection in Bayesian neural networks via horseshoe priors
    Ghosh, Soumya
    Yao, Jiayu
    Doshi-Velez, Finale
    [J]. Journal of Machine Learning Research, 2019, 20
  • [42] Prediction and control of strip thickness based on Bayesian neural networks
    Peng, Kai-Xiang
    Yu, Shang-Zhi
    [J]. Beijing Keji Daxue Xuebao/Journal of University of Science and Technology Beijing, 2010, 32 (02): : 256 - 262
  • [43] Enhanced Malware Prediction and Containment Using Bayesian Neural Networks
    Jamadi, Zahra
    Aghdam, Amir G.
    [J]. IEEE JOURNAL OF RADIO FREQUENCY IDENTIFICATION, 2024, 8 : 592 - 600
  • [44] Bayesian learning of Neural Networks for mobile user position prediction
    Akoush, Sherif
    Sameh, Ahmed
    [J]. PROCEEDINGS - 16TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, VOLS 1-3, 2007, : 1234 - 1239
  • [45] Bayesian neural networks for flight trajectory prediction and safety assessment
    Zhang, Xiaoge
    Mahadevan, Sankaran
    [J]. DECISION SUPPORT SYSTEMS, 2020, 131
  • [46] The application of Bayesian filter and neural networks in lane changing prediction
    Li Li
    Zhang Mingfang
    Liu Rui
    [J]. PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON CIVIL ENGINEERING AND TRANSPORTATION 2015, 2016, 30 : 2004 - 2007
  • [47] Approaches for Bayesian variable selection
    George, EI
    McCulloch, RE
    [J]. STATISTICA SINICA, 1997, 7 (02) : 339 - 373
  • [48] Handbook of Bayesian Variable Selection
    Ni, Yang
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023, 118 (542) : 1449 - 1450
  • [49] Objective Bayesian variable selection
    Casella, G
    Moreno, E
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2006, 101 (473) : 157 - 167
  • [50] BAYESIAN CONSTRAINED VARIABLE SELECTION
    Farcomeni, Alessio
    [J]. STATISTICA SINICA, 2010, 20 (03) : 1043 - 1062
12345