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Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation Methods.

, , , , , , , , , , , and . Big Data Cogn. Comput., 7 (1): 15 (March 2023)

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Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation Methods., , , , , , , , , and 2 other author(s). Big Data Cogn. Comput., 7 (1): 15 (March 2023)Business Analytics Components for Public Health Institution - Nursing Decision Area., , , and . EUSPN/ICTH, volume 198 of Procedia Computer Science, page 347-352. Elsevier, (2021)Exploring the Use of Second Screen Devices During Live Sports Broadcasts to Promote Social Interaction., , , and . ACE, volume 10714 of Lecture Notes in Computer Science, page 318-338. Springer, (2017)Bias and unfairness in machine learning models: a systematic literature review., , , , , , , , , and 2 other author(s). CoRR, (2022)Complex Thinking and Its Relevance in Professional Training: An Approach to Engineering Students in a Mexican University., , , and . Int. J. Eng. Pedagog., 13 (3): 100-119 (April 2023)On Quantum Superstatistics and the Critical Behavior of Nonextensive Ideal Bose Gases., , and . Entropy, 20 (10): 773 (2018)Complex Thinking in Interdisciplinarity: An Exploratory Study in Latin American Population., , , and . CSEDU (2), page 288-295. SCITEPRESS, (2023)The Time optimization for polynomial series using a long For in C., , and . Int. J. Comb. Optim. Probl. Informatics, 11 (3): 130-135 (2020)Social Entrepreneurship Intervention Methodology for the Scaling of Perceived Achievement of Social Entrepreneurship Competency and Complex Thinking., , , and . CSEDU (2), page 357-363. SCITEPRESS, (2023)Accelerated simulated annealing algorithm applied to the flexible job shop scheduling problem., , and . ITOR, 24 (5): 1119-1137 (2017)