FCE: Feedback Based Counterfactual Explanations for Explainable AI
Author:
Affiliation:
1. Department of Pure and Applied Sciences, Università degli Studi di Urbino Carlo Bo, Urbino, Italy
2. Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
Funder
Department of Pure and Applied Sciences, Universita degli Studi di Urbino Carlo Bo, Urbino, Italy
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/6287639/9668973/09819899.pdf?arnumber=9819899
Reference44 articles.
1. Shapley Values for Feature Selection: The Good, the Bad, and the Axioms
2. Making tree ensembles interpretable: A Bayesian model selection approach;hara;Proc Int Conf Artif Intell Statist,2018
3. Interpreting models via single tree approximation;zhou;arXiv 1610 09036,2016
4. Extracting tree-structured representations of trained networks;craven;Proc Adv Neural Inf Process Syst,1995
Cited by 11 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. Introducing User Feedback-Based Counterfactual Explanations (UFCE);International Journal of Computational Intelligence Systems;2024-05-21
2. How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained];IEEE Computational Intelligence Magazine;2024-02
3. The Need for Explainable AI in Industry 5.0;Advances in Computational Intelligence and Robotics;2024-01-18
4. Counterfactual Explanations With Multiple Properties in Credit Scoring;IEEE Access;2024
5. When an Explanation is not Enough: An Overview of Evaluation Metrics of Explainable AI Systems in the Healthcare Domain;IFMBE Proceedings;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