Fair AI

Author:

Feuerriegel Stefan,Dolata Mateusz,Schwabe Gerhard

Publisher

Springer Science and Business Media LLC

Subject

Information Systems

Reference30 articles.

1. Ahsen ME, Ayvaci MUS, Raghunathan S (2019) When algorithmic predictions use human-generated data: a bias-aware classification algorithm for breast cancer diagnosis. Inf Syst Res 30(1):97–116. https://doi.org/10.1287/isre.2018.0789

2. AI Now Institute (2018) AI Now report 2018. https://ainowinstitute.org/AI_Now_2018_Report.pdf. Accessed 14 Aug 2019

3. Angwin J, Larson J, Mattu S, Kirchner L (2016) Machine bias. ProPublica https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing. Accessed 14 Aug 2019

4. Barocas S, Selbst AD (2016) Big data’s disparate impact. Calif Law Rev 104:671–732. https://doi.org/10.15779/Z38BG31

5. Barocas S, Hardt M, Narayanan A (2018) Fairness and machine learning. http://www.fairmlbook.org. Accessed 01 Apr 2020

Cited by 75 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. Machine learning in business process management: A systematic literature review;Expert Systems with Applications;2024-11

2. Making It Possible for the Auditing of AI: A Systematic Review of AI Audits and AI Auditability;Information Systems Frontiers;2024-07-02

3. Interplay of Artificial Intelligence and Recruitment;Advances in Human and Social Aspects of Technology;2024-06-30

4. Representation Debiasing of Generated Data Involving Domain Experts;Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization;2024-06-27

5. An Explanatory Model Steering System for Collaboration between Domain Experts and AI;Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization;2024-06-27

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