Postdoctoral Fellow
University of Houston
F. Gursoy, R. Kennedy, I. A. Kakadiaris. A Critical Assessment of the Algorithmic Accountability Act of 2022. [Preprint]
F. Gursoy, I. A. Kakadiaris. Error Parity Fairness: Testing for Group Fairness in Regression Tasks. [Preprint]
F. Gursoy, I. A. Kakadiaris. System Cards for AI-Based Decision-Making for Public Policy. [Preprint]
F. Gursoy, M. Haddad, C. Bothorel. Alignment and stability of embeddings: measurement and inference improvement. Neurocomputing, 2023.[Paper][Preprint] [Code]
F. Gursoy, I. A. Kakadiaris. Artificial intelligence research strategy of the United States: critical assessment and policy recommendations. Frontiers in Big Data, 2023. [Paper]
F. Gursoy, I. A. Kakadiaris. Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems. IEEE International Conference on Data Mining Workshops, 2022. [Paper] [Preprint]
J. W. Gardner, F. Gursoy, I. A. Kakadiaris. Accuracy-Fairness Tradeoff in Parole Decision Predictions: A Preliminary Analysis. IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, 2022. [Paper]
E. Ingram, F. Gursoy, I. A. Kakadiaris. Accuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models. IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, 2022. [Paper]
F. Gursoy, B. Badur. Investigating internal migration with network analysis and latent space representations: An application to Turkey. Social Network Analysis and Mining, 2022. [Paper][Preprint]
F. Gursoy, B. Badur. Extracting the signed backbone of intrinsically dense weighted networks. Journal of Complex Networks, 2021. [Paper][Preprint] [Code]
F. Gursoy, B. Badur. An Agent-Based Modelling Approach to Brain Drain. IEEE Transactions on Computation Social Systems, 2021. [Paper][Preprint] [Code]
M. Altın, F. Gursoy, L. Xu. Machine-Generated Hierarchical Structure of Human Activities to Reveal How Machines Think. IEEE Access, 2021. [Paper]
M. Ozturan, F. Gursoy, B. Ceken. An empirical analysis on the effects of investment assessment methods on IS/IT project success. International Journal of Information Systems and Project Management, 2019. [Paper]
F. Gursoy, O. Durahim. Predicting Diffusion Reach Probabilities via Representation Learning on Social Networks. Proceedings of the 5th International Management Information Systems Conference, 2018. [Paper] [Code]
F. Gursoy, B. Badur. A Community-aware Network Growth Model for Synthetic Social Network Generation. Proceedings of the 5th International Management Information Systems Conference, 2018. [Paper] [Code]
F. Gursoy, D. Gunnec. Influence maximization in social networks under Deterministic Linear Threshold Model. Knowledge-Based Systems, 2018. [Paper] [Preprint] [Code]
M. Bruno, S. F. Sousa, F. Gursoy, M. Serafino, F. V. Vianello, A. Vranić, and M. Boguñá. Community Detection in the Hyperbolic Space. arXiv, 2019 [Paper]