Benchmarking of Artificial Neural Network Models for Genomic Prediction of Quantitative Traits in Pigs

被引:0
|
作者
Wang, Junjian [1 ]
Maltecca, Christian [1 ]
Tiezzi, Francesco [1 ]
Huang, Yijian [2 ]
Jiang, Jicai [1 ]
机构
[1] North Carolina State Univ, Raleigh, NC USA
[2] Smithfield Premium Genet, Miami, FL USA
关键词
artificial neural network; genomic prediction; swine;
D O I
10.1093/jas/skad281.022
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
123
引用
收藏
页数:2
相关论文
共 50 条
  • [21] Detection and prediction of driver drowsiness using artificial neural network models
    de Naurois, Charlotte Jacobe
    Bourdin, Christophe
    Stratulat, Anca
    Diaz, Emmanuelle
    Vercher, Jean-Louis
    ACCIDENT ANALYSIS AND PREVENTION, 2019, 126 : 95 - 104
  • [22] Prediction models for retinopathy of prematurity occurrence based on artificial neural network
    Wu, Rong
    Chen, He
    Bai, Yichen
    Zhang, Yu
    Feng, Songfu
    Lu, Xiaohe
    BMC OPHTHALMOLOGY, 2024, 24 (01)
  • [23] Using artificial neural network models in stock market index prediction
    Guresen, Erkam
    Kayakutlu, Gulgun
    Daim, Tugrul U.
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (08) : 10389 - 10397
  • [24] Prediction of soil temperature using regression and artificial neural network models
    Mehmet Bilgili
    Meteorology and Atmospheric Physics, 2010, 110 : 59 - 70
  • [25] Comparison of Kriging and artificial neural network models for the prediction of spatial data
    Tavassoli, Abbas
    Waghei, Yadollah
    Nazemi, Alireza
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2022, 92 (02) : 352 - 369
  • [26] Stepwise Selection of Artificial Neural Network Models for Time Series Prediction
    Crone, Sven F.
    JOURNAL OF INTELLIGENT SYSTEMS, 2005, 14 (2-3) : 99 - 121
  • [27] Significance of artificial neural network analytical models in materials' performance prediction
    Thike, Phyu Hnin
    Zhao, Zhaoyang
    Shi, Peng
    Jin, Ying
    BULLETIN OF MATERIALS SCIENCE, 2020, 43 (01)
  • [28] Prediction of microfiltration membrane fouling using artificial neural network models
    Liu, Qi-Feng
    Kim, Seung-Hyun
    Lee, Sangho
    SEPARATION AND PURIFICATION TECHNOLOGY, 2009, 70 (01) : 96 - 102
  • [29] Prediction of shrimp growth using an artificial neural network and regression models
    Abdoulkarim Esmaeili
    Mohammad Hassan Tarazkar
    Aquaculture International, 2011, 19 : 705 - 713
  • [30] Comparative Analysis of Artificial Neural Network Models: Application in Bankruptcy Prediction
    Chris Charalambous
    Andreas Charitou
    Froso Kaourou
    Annals of Operations Research, 2000, 99 : 403 - 425