Guaranteeing Correctness in Black-Box Machine Learning: A Fusion of Explainable AI and Formal Methods for Healthcare Decision-Making-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Guaranteeing Correctness in Black-Box Machine Learning: A Fusion of Explainable AI and Formal Methods for Healthcare Decision-Making

Published:2024 Issue: Volume:12 Page:90299-90316
ISSN:2169-3536
Container-title:IEEE Access
language:
Short-container-title:IEEE Access

Author:

Khan Nadia¹^ORCID,Nauman Muhammad¹^ORCID,Almadhor Ahmad S.²^ORCID,Akhtar Nadeem¹^ORCID,Alghuried Abdullah³^ORCID,Alhudhaif Adi⁴^ORCID

Affiliation:

1. Department of Software Engineering, Faculty of Computing, The Islamia University of Bahawalpur, Punjab, Pakistan

2. College of Computer and Information Sciences, Jouf University, Sakaka, Saudi Arabia

3. Department of Industrial Engineering, Faculty of Engineering, University of Tabuk, Tabuk, Saudi Arabia

4. Department of Computer Science, College of Computer Engineering and Sciences in Al-Kharj, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia

Funder

Prince Sattam Bin Abdulaziz University

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx8/6287639/10380310/10577273.pdf?arnumber=10577273

Reference98 articles.

1. Explainable AI: A Review of Machine Learning Interpretability Methods

2. AI in cardiovascular imaging: ‘Unexplainable’ legal and ethical challenges?;Lang;Can. J. Cardiol.,2021

3. Using ontologies to enhance human understandability of global post-hoc explanations of black-box models

4. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

5. Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges

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