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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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(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)Identify treatment effect patterns for personalised decisions., , , , , and . CoRR, (2019)A hybrid approach to prevent composition attacks for independent data releases., , , , , and . Inf. Sci., (2016)Correction to: Identifying miRNA synergism using multiple-intervention causal inference., , , , , , , and . BMC Bioinform., 21 (1): 32 (2020)A relative privacy model for effective privacy preservation in transactional data., , , , and . Concurr. Comput. Pract. Exp., (2019)Multi-Label Feature Selection Via Adaptive Label Correlation Estimation., , , , , , and . ACM Trans. Knowl. Discov. Data, 17 (9): 134:1-134:28 (November 2023)Satisfying Privacy Requirements Before Data Anonymization., , , and . Comput. J., 55 (4): 422-437 (2012)Classification Using Multiple and Negative Target Rules., and . KES (1), volume 4251 of Lecture Notes in Computer Science, page 212-219. Springer, (2006)Analysis of Breast Feeding Data Using Data Mining Methods., , , , , and . AusDM, volume 61 of CRPIT, page 47-52. Australian Computer Society, (2006)