Structural Learning of Bayesian Networks Via Constrained Hill Climbing Algorithms: Adjusting Trade-off between Efficiency and Accuracy-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Structural Learning of Bayesian Networks Via Constrained Hill Climbing Algorithms: Adjusting Trade-off between Efficiency and Accuracy

Published:2014-12-24 Issue:3 Volume:30 Page:292-325
ISSN:0884-8173
Container-title:International Journal of Intelligent Systems
language:en
Short-container-title:Int. J. Intell. Syst.

Author:

Arias Jacinto¹,Gámez José A.¹,Puerta José M.¹

Affiliation:

1. Department of Computing Systems; I3A, University of Castilla-La Mancha; Albacete 02071 Spain

Funder

Ministerio de Economía y Competitividad

Publisher

Wiley

Subject

Artificial Intelligence,Human-Computer Interaction,Theoretical Computer Science,Software

Link

http://onlinelibrary.wiley.com/wol1/doi/10.1002/int.21701/fullpdf

Reference31 articles.

1. Bayesian Networks and Decision Graphs

2. Learning Bayesian networks: the combination of knowledge and statistical data;Heckerman;Mach Learn,1995

3. Learning Bayesian Networks is NP-Complete

Cited by 12 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Parallel structural learning of Bayesian networks: Iterative divide and conquer algorithm based on structural fusion;Knowledge-Based Systems;2024-07

2. An efficient skeleton learning approach-based hybrid algorithm for identifying Bayesian network structure;Engineering Applications of Artificial Intelligence;2024-07

3. A Ring-Based Distributed Algorithm for Learning High-Dimensional Bayesian Networks;Lecture Notes in Computer Science;2023-11-19

4. Influence of resampling techniques on Bayesian network performance in predicting increased algal activity;Water Research;2023-10

5. Bayesian Network Structure Algorithm Based on V-structure & Log-Likelihood Orientation and Tabu Hill Climbing;J ELECTRON INF TECHN;2021

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3