Flexible and Adaptive Fairness-aware Learning in Non-stationary Data Streams

Author:

Zhang Wenbin,Zhang Mingli,Zhang Ji,Liu Zhen,Chen Zhiyuan,Wang Jianwu,Raff Edward,Messina Enza

Publisher

IEEE

Cited by 5 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. Fairness optimisation with multi-objective swarms for explainable classifiers on data streams;Complex & Intelligent Systems;2024-04-03

2. Fairness issues, current approaches, and challenges in machine learning models;International Journal of Machine Learning and Cybernetics;2024-01-31

3. The Role of Explainable AI in the Research Field of AI Ethics;ACM Transactions on Interactive Intelligent Systems;2023-12-08

4. An edge–cloud integrated framework for flexible and dynamic stream analytics;Future Generation Computer Systems;2022-12

5. Fairness Aware Swarm-based Machine Learning for Data Streams;AI 2022: Advances in Artificial Intelligence;2022

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