Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic Systems

Author:

Oniśko Agnieszka,Druzdzel Marek J.

Publisher

Springer International Publishing

Reference20 articles.

1. Henrion, M., Breese, J.S., Horvitz, E.J.: Decision Analysis and Expert Systems. AI Magazine 12(4), 64–91 (1991)

2. Pearl, J.: Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Kaufmann Publishers, Inc, San Mateo (1988)

3. Druzdzel, M.J., Oniśko, A.: The impact of overconfidence bias on practical accuracy of Bayesian network models: An empirical study. In: Renooij, S., Tabachneck-Schijf, H.J., Mahoney, S.M. (eds.) Working Notes of the 2008 Bayesian Modelling Applications Workshop, Special Theme: How Biased Are Our Numbers? Annual Conference on Uncertainty in Artificial Intelligence (UAI–2008), July 9 (2008)

4. Oniśko, A., Druzdzel, M.J.: Effect of imprecision in probabilities on Bayesian network models: An empirical study. In: Working Notes of the European Conference on Artificial Intelligence in Medicine (AIME 2003), Workshop on Qualitative and Model-based Reasoning in Biomedicine, pp. 45–49 (October 19, 2003)

5. Oniśko, A., Druzdzel, M.J.: Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems. Artificial Intelligence in Medicine 57(3), 197–206 (2013)

Cited by 2 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

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