Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure

被引:0
|
作者
Zafer Aydin
Ajit Singh
Jeff Bilmes
William S Noble
机构
[1] University of Washington,Department of Genome Sciences
[2] University of Washington,Department of Electrical Engineering
[3] University of Washington,Department of Computer Science and Engineering
来源
关键词
Support Vector Machine; Secondary Structure Prediction; Dynamic Bayesian Network; Position Specific Score Matrix; Sparse Model;
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] Bayesian structure learning in graphical models
    Banerjee, Sayantan
    Ghosal, Subhashis
    JOURNAL OF MULTIVARIATE ANALYSIS, 2015, 136 : 147 - 162
  • [42] Bayesian network models for incomplete and dynamic data
    Scutari, Marco
    STATISTICA NEERLANDICA, 2020, 74 (03) : 397 - 419
  • [43] A Dynamic Programming Bayesian Network Structure Learning Algorithm Based on Mutual Information
    Lv, Zhigang
    Li, Ye
    Di, Ruohai
    Wang, Hongxi
    Li, Liangliang
    Wang, Peng
    Li, Xiaoyan
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2022, 31 (16)
  • [44] Parallel Exact Dynamic Bayesian Network Structure Learning with Application to Gene Networks
    Vasimuddin, Md.
    Aluru, Srinivas
    2017 IEEE 24TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING (HIPC), 2017, : 42 - 51
  • [45] Bayesian Estimation for Gaussian Graphical Models: Structure Learning, Predictability, and Network Comparisons
    Williams, Donald R.
    MULTIVARIATE BEHAVIORAL RESEARCH, 2021, 56 (02) : 336 - 352
  • [46] Nonlinear sparse Bayesian learning for physics-based models
    Sandhu, Rimple
    Khalil, Mohammad
    Pettit, Chris
    Poirel, Dominique
    Sarkar, Abhijit
    JOURNAL OF COMPUTATIONAL PHYSICS, 2021, 426
  • [47] Parallel Bayesian Network Structure Learning
    Gao, Tian
    Wei, Dennis
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 80, 2018, 80
  • [48] A Method for Learning Bayesian Network Structure
    Li, Jingnan
    Zhang, Yingxia
    2014 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL 2, 2014, : 222 - 225
  • [49] Restricted Bayesian network structure learning
    Lucas, PJF
    ADVANCES IN BAYESIAN NETWORKS, 2004, 146 : 217 - 234
  • [50] Study of Bayesian Network Structure Learning
    Xiong, Wei
    Cao, Yonghui
    Liu, Hui
    APPLIED MATHEMATICS & INFORMATION SCIENCES, 2013, 7 : 49 - 54