Back to the Feature: A Neural-Symbolic Perspective on Explainable AI

Author:

Campagner Andrea,Cabitza Federico

Publisher

Springer International Publishing

Reference82 articles.

1. Abadi, M., Barham, P., Chen, J., et al.: Tensorflow: a system for large-scale machine learning. In: 12th USENIX OSDI Symposium, pp. 265–283 (2016)

2. Adadi, A., Berrada, M.: Peeking inside the black-box: a survey on explainable artificial intelligence (xai). IEEE Access 6, 52138–52160 (2018)

3. Adebayo, J., Gilmer, J., Goodfellow, I.J., Kim, B.: Local explanation methods for deep neural networks lack sensitivity to parameter values. CoRR abs/1810.03307 (2018)

4. Adebayo, J., Gilmer, J., Muelly, M., Goodfellow, I., Hardt, M., Kim, B.: Sanity checks for saliency maps. In: Advances in Neural Information Processing Systems, pp. 9505–9515 (2018)

5. Barocas, S., Selbst, A.D., Raghavan, M.: The hidden assumptions behind counterfactual explanations and principal reasons. In: Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency, pp. 80–89 (2020)

Cited by 4 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. Evaluating the Benefits of Asymmetry Features for Emotion Recognition;2023 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE);2023-09-24

2. A Critical Review of Inductive Logic Programming Techniques for Explainable AI;IEEE Transactions on Neural Networks and Learning Systems;2023

3. Fuzzy Rule-based Local Surrogate Models for Black-box Model Explanation;IEEE Transactions on Fuzzy Systems;2022

4. Classification of Explainable Artificial Intelligence Methods through Their Output Formats;Machine Learning and Knowledge Extraction;2021-08-04

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