Towards scalable and data efficient learning of Markov boundaries

Author:

Peña Jose M.,Nilsson Roland,Björkegren Johan,Tegnér Jesper

Publisher

Elsevier BV

Subject

Applied Mathematics,Artificial Intelligence,Theoretical Computer Science,Software

Reference23 articles.

1. C.F. Aliferis, I. Tsamardinos, A. Statnikov, HITON, A novel Markov blanket algorithm for optimal variable selection, in: Proceedings of the 2003 American Medical Informatics Association Annual Symposium, 2003, pp. 21–25.

2. J. Cheng, C. Hatzis, H. Hayashi, M.A. Krogel, S. Morishita, D. Page, J. Sese, KDD Cup 2001 Report. ACM SIGKDD Explorations, vol. 3, 2002, pp. 1–18. Available from: .

3. D.M. Chickering, C. Meek, Finding optimal Bayesian networks, in: Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence, 2002, pp. 94–102.

4. N. Friedman, I. Nachman, D. Peér, Learning Bayesian network structure from massive datasets: the “Sparse Candidate” algorithm, in: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, 1999, pp. 206–215.

5. Kernel methods for measuring independence;Gretton;Journal of Machine Learning Research,2005

Cited by 131 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. Remote Parkinson's disease severity prediction based on causal game feature selection;Expert Systems with Applications;2024-05

2. Fair Feature Selection: A Causal Perspective;ACM Transactions on Knowledge Discovery from Data;2024-02-03

3. Loose-to-strict Markov blanket learning algorithm for feature selection;Knowledge-Based Systems;2024-01

4. Gradient-Based Local Causal Structure Learning;IEEE Transactions on Cybernetics;2024-01

5. Remote assessment of Parkinson’s disease symptom severity based on group interaction feature assistance;International Journal of Machine Learning and Cybernetics;2023-12-21

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