Algorithmic Bias and Fairness in Case-Based Reasoning-Reference-Cited by-同舟云学术

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Algorithmic Bias and Fairness in Case-Based Reasoning

Published:2022 Issue: Volume: Page:48-62
ISSN:0302-9743
Container-title:Case-Based Reasoning Research and Development
language:
Short-container-title:

Author:

Blanzeisky William,Smyth Barry,Cunningham Pádraig

Publisher

Springer International Publishing

Link

https://link.springer.com/content/pdf/10.1007/978-3-031-14923-8_4

Reference38 articles.

1. Montalvo, I., Izquierdo, J., Pérez-García, R., Herrera, M.: Improved performance of PSO with self-adaptive parameters for computing the optimal design of water supply systems. Eng. Appl. Artif. Intell. 23(5), 727–735 (2010). Advances in metaheuristics for hard optimization: new trends and case studies

2. Žliobaitė, I.: Measuring discrimination in algorithmic decision making. Data Min. Knowl. Discov. 31(4), 1060–1089 (2017). https://doi.org/10.1007/s10618-017-0506-1

3. Bender, E.M., Gebru, T., McMillan-Major, A., Shmitchell, S.: On the dangers of stochastic parrots: can language models be too big? In: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2021, pp. 610–623. Association for Computing Machinery, New York (2021)

4. Berk, R., Heidari, H., Jabbari, S., Kearns, M., Roth, A.: Fairness in criminal justice risk assessments: the state of the art. Sociol. Methods Res. 50(1), 3–44 (2021)

5. Blanzeisky, W., Cunningham, P.: Algorithmic factors influencing bias in machine learning. In: Kamp, M. (ed.) Machine Learning and Principles and Practice of Knowledge Discovery in Databases, pp. 559–574. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-93736-2_41

Cited by 2 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. Addressing Underestimation Bias in CBR Through Case-Base Maintenance;Case-Based Reasoning Research and Development;2023

2. Group Fairness in Case-Based Reasoning;Case-Based Reasoning Research and Development;2023

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