From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks
Author:
Funder
Horizon 2020
Ministero dell’Istruzione, dell’Università e della Ricerca
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications,Software
Reference66 articles.
1. Physiology as a lingua franca for clinical machine learning;Sarma;Patterns,2020
2. E. Başar, T. H. Bullock, Brain dynamics: Progress and perspectives(2012).
3. Towards understanding human functional brain development with explainable artificial intelligence: Challenges and perspectives;Kiani;IEEE Computational Intelligence Magazine,2022
4. To explain or not to explain?artificial intelligence explainability in clinical decision support systems;Amann;PLOS Digital Health,2022
5. Xaiexplainable artificial intelligence;Gunning;Science robotics,2019
Cited by 8 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. Explainable AI in Healthcare: Systematic Review of Clinical Decision Support Systems;2024-08-10
2. Drawing Attributions From Evolved Counterfactuals;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14
3. Explainable AI in Learning Analytics: Improving Predictive Models and Advancing Transparency Trust;2024 IEEE Global Engineering Education Conference (EDUCON);2024-05-08
4. Interpretable synthetic signals for explainable one-class time-series classification;Engineering Applications of Artificial Intelligence;2024-05
5. Enhancing Urban Environments Through Advanced Predictive Modeling: A Study on Sky View Factor and Visibility;2024
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