@ARTICLE{11039212, author={Joshi, Hem Chandra and Kumar, Sandeep}, journal={IEEE Intelligent Systems}, title={FairPreprocessor: Better Fairness via Addressing Imbalanced Data through Synthetic Data Generation and Mitigating Biased Labels}, year={2025}, volume={}, number={}, pages={1-15}, keywords={Training;Software;Testing;Data models;Training data;Synthetic data;Surveys;Intelligent systems;Heart;Data mining}, doi={10.1109/MIS.2025.3580459}}