15 citations · 36 across the 10 of their papers we have counts for
4 papers · 1 filter
Accuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models
Eric Ingram, Furkan Gursoy, Ioannis A. Kakadiaris
Criminal recidivism models are tools that have gained widespread adoption by parole boards across the United States to assist with parole decisions. These models take in large amou…
Error Parity Fairness: Testing for Group Fairness in Regression Tasks
Furkan Gursoy, Ioannis A. Kakadiaris
The applications of Artificial Intelligence (AI) surround decisions on increasingly many aspects of human lives. Society responds by imposing legal and social expectations for the…
System Cards for AI-Based Decision-Making for Public Policy
Furkan Gursoy, Ioannis A. Kakadiaris
Decisions impacting human lives are increasingly being made or assisted by automated decision-making algorithms. Many of these algorithms process personal data for predicting recid…
Investigating internal migration with network analysis and latent space representations: An application to Turkey
Furkan Gürsoy, Bertan Badur
Human migration patterns influence the redistribution of population characteristics over the geography and since such distributions are closely related to social and economic outco…