A historical perspective of explainable Artificial Intelligence
Author:
Affiliation:
1. Faculty of Computer Science Free University of Bozen‐Bolzano Bozen‐Bolzano Italy
2. Research Centre for Machine Learning City University London UK
3. Neurocat GmbH Berlin Germany
Publisher
Wiley
Subject
General Computer Science
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/widm.1391
Reference106 articles.
1. Alvarez‐Melis D. &Jaakkola T. S.(2017).A causal framework for explaining the predictions of black‐box sequence‐to‐sequence models.CoRR abs/1707.01943.
2. Survey and critique of techniques for extracting rules from trained artificial neural networks
3. Apley D. W. &Zhu J.(2016).Visualizing the effects of predictor variables in black box supervised learning models.CoRR abs/1612.08468.
4. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
5. Balog K. &Radlinski F.(2020).Measuring Recommendation Explanation Quality: The Conflicting Goals of Explanations. Proceedings of the 43rd International ACM Sigir Conference on Research and Development in Information Retrieval.
Cited by 123 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 generative design in manufacturing for reinforcement learning based factory layout planning;Journal of Manufacturing Systems;2024-02
2. Towards explainable artificial intelligence: history, present scenarios, and future trends;XAI Based Intelligent Systems for Society 5.0;2024
3. Assessing deep learning: a work program for the humanities in the age of artificial intelligence;AI and Ethics;2023-12-21
4. Deep Learning for the Intersection of Ethics and Privacy in Healthcare;Advances in Systems Analysis, Software Engineering, and High Performance Computing;2023-12-18
5. What, Indeed, is an Achievable Provable Guarantee for Learning-Enabled Safety-Critical Systems;Bridging the Gap Between AI and Reality;2023-12-14
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