Comparing deep learning methods versus parametric and ensemble methods for the prediction of complex phenotypes

被引：0
|
作者：
Abdollahi-Arpanahi, R. [1 ]
Penagaricano, F. [1 ]
机构：
[1] Univ Florida, Gainesville, FL USA
来源：
JOURNAL OF DAIRY SCIENCE | 2019年 / 102卷
关键词：
convolutional neural networks; genomic prediction; machine learning;
D O I：
暂无
中图分类号：
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号：
0905 ;
摘要：
464
引用
收藏
页码：398 / 398
页数：1
相关论文
共 50 条
  • [31] Cryptocurrency price forecasting - A comparative analysis of ensemble learning and deep learning methods
    Bouteska, Ahmed
    Abedin, Mohammad Zoynul
    Hajek, Petr
    Yuan, Kunpeng
    INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2024, 92
  • [32] Comparing optimization methods for deep learning in image processing applications
    Geng, Alexander
    Moghiseh, Ali
    Redenbach, Claudia
    Schladitz, Katja
    TM-TECHNISCHES MESSEN, 2021, 88 (7-8) : 443 - 453
  • [33] Comparing Deep Learning Methods for Detecting Subtle Torsional Nystagmus
    Ye, Tianyi
    Luo, Yi
    Zoitou, Asimina
    Kwon, Kyungmin
    Singh, Richa
    Woo, Jiwon
    Sivakumar, Nikita
    Greenstein, Joseph L.
    Taylor, Casey Overby
    Kheradmand, Amir
    Green, Kemar Earl
    ANNALS OF NEUROLOGY, 2024, 96 : S284 - S285
  • [34] Comparing methods of category learning: Classification versus feature inference
    Morgan, Emma L.
    Johansen, Mark K.
    MEMORY & COGNITION, 2020, 48 (05) : 710 - 730
  • [35] Comparing methods of category learning: Classification versus feature inference
    Emma L. Morgan
    Mark K. Johansen
    Memory & Cognition, 2020, 48 : 710 - 730
  • [36] Retrieval term prediction using deep learning methods
    Ma, Qing
    Tanigawa, Ibuki
    Murata, Masaki
    Proceedings of the 30th Pacific Asia Conference on Language, Information and Computation, PACLIC 2016, 2016, : 309 - 317
  • [37] Deep learning methods for protein torsion angle prediction
    Haiou Li
    Jie Hou
    Badri Adhikari
    Qiang Lyu
    Jianlin Cheng
    BMC Bioinformatics, 18
  • [38] Prediction of Epidimic Outbreak using Deep Learning Methods
    Kiran, Chintala Ram Sai
    Naveen, Chinthoti
    Kumar, Digumarthi Anil
    Saiteja, Thotakura
    Karthikeyan, C.
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTATION TECHNOLOGIES (ICICT 2021), 2021, : 995 - 1000
  • [39] Advanced deep learning methods for molecular property prediction
    Pang, Chao
    Tong, Henry H. Y.
    Wei, Leyi
    QUANTITATIVE BIOLOGY, 2023, 11 (04) : 395 - 404
  • [40] Deep learning methods for molecular representation and property prediction
    Li, Zhen
    Jiang, Mingjian
    Wang, Shuang
    Zhang, Shugang
    DRUG DISCOVERY TODAY, 2022, 27 (12)
12345