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How do the existing fairness metrics and unfairness mitigation algorithms contribute to ethical learning analytics?

, , , , , and . Br. J. Educ. Technol., 53 (4): 822-843 (2022)

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Causal Decision Trees., , , , and . CoRR, (2015)Discovery of Approximate Differential Dependencies., , , , and . CoRR, (2013)Correction to: Identifying miRNA synergism using multiple-intervention causal inference., , , , , , , and . BMC Bioinform., 21 (1): 32 (2020)Combined Feature Selection and Cancer Prognosis Using Support Vector Machine Regression., , , and . IEEE ACM Trans. Comput. Biol. Bioinform., 8 (6): 1671-1677 (2011)Fairmod: making predictions fair in multiple protected attributes., , , , , and . Knowl. Inf. Syst., 66 (3): 1861-1884 (March 2024)Inferring and analyzing module-specific lncRNA-mRNA causal regulatory networks in human cancer., , , and . Briefings Bioinform., 20 (4): 1403-1419 (2019)Mining heterogeneous causal effects for personalized cancer treatment., , , , and . Bioinform., 33 (15): 2372-2378 (2017)A unified survey on treatment effect heterogeneity modeling and uplift modeling., , and . CoRR, (2020)(alpha, k)-anonymity: an enhanced k-anonymity model for privacy preserving data publishing., , , and . KDD, page 754-759. ACM, (2006)Building a Generic Graph-based Descriptor Set for use in Drug Discovery., , , and . AusDM, volume 101 of CRPIT, page 167-174. Australian Computer Society, (2009)