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FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms

, , and . Proceedings of the International Conference on Data Engineering (ICDE), (2024)

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The ArchIBALD Data Integration Platform: Bridging Fragmented Processes in the Building Industry, , , , and . Intelligent Information Systems - CAiSE Forum 2022, volume 452 of Lecture Notes in Business Information Processing, page 45--54. Springer, (2022)Putting Co-Design-Supporting Data Lakes to the Test : An Evaluation on AEC Case Studies, , , , , , , , , and . Big Data Analytics and Knowledge Discovery, 14912, Cham, Springer, (2024)FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms, , and . Proceedings of the International Conference on Data Engineering (ICDE), (2024)Putting Co-Design-Supporting Data Lakes to the Test: An Evaluation on AEC Case Studies, , , , , , , , , and . Big Data Analytics and Knowledge Discovery, page 253--268. Cham, Springer Nature Switzerland, (2024)Using FALCES against bias in automated decisions by integrating fairness in dynamic model ensembles, , and . In Proceedings of Database Systems for Business, Technology, and Web (BTW), (2021)Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles, , and . Datenbank-Spektrum, 22 (1): 23 - 43 (2022)FALCC : Efficiently performing locally fair and accurate classifications, and . Proceedings of the 27th International Conference on Extending Database Technology (EDBT), 27, page 208-220. OpenProceedings, (2024)Towards an AutoML System for Fair Classifications. 2023 IEEE 39th International Conference on Data Engineering (ICDE), page 3913-3917. IEEE, (2023)