Does explainable artificial intelligence improve human decision-making? Y Alufaisan, LR Marusich, JZ Bakdash, Y Zhou, M Kantarcioglu Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6618-6626, 2021 | 92 | 2021 |
Preserving Communities in Anonymized Social Networks. A Campan, Y Alufaisan, TM Truta, T Richardson Trans. Data Priv. 8 (1), 55-87, 2015 | 34 | 2015 |
Robust transparency against model inversion attacks Y Alufaisan, M Kantarcioglu, Y Zhou IEEE transactions on dependable and secure computing 18 (5), 2061-2073, 2020 | 16 | 2020 |
Preservation of centrality measures in anonymized social networks Y Alufaisan, A Campan 2013 International Conference on Social Computing, 486-493, 2013 | 10 | 2013 |
Community Detection in Anonymized Social Networks. A Campan, Y Alufaisan, TM Truta EDBT/ICDT Workshops, 396-405, 2014 | 9 | 2014 |
Hacking social network data mining Y Alufaisan, Y Zhou, M Kantarcioglu, B Thuraisingham 2017 IEEE International Conference on Intelligence and Security Informatics …, 2017 | 8 | 2017 |
Detecting discrimination in a black-box classifier Y Alufaisan, M Kantarcioglu, Y Zhou 2016 IEEE 2nd International Conference on Collaboration and Internet …, 2016 | 8 | 2016 |
From myths to norms: Demystifying data mining models with instance-based transparency Y Alufaisan, Y Zhou, M Kantarcioglu, B Thuraisingham 2017 IEEE 3rd International Conference on Collaboration and Internet …, 2017 | 7 | 2017 |
Social network anonymization and influence preservation A Campan, Y Alufaisan Proceedings of the International Conference on Data Mining (DMIN’13), 2013 | 3 | 2013 |
Towards Algorithmic Accountability in Data Mining YM Alufaisan | | 2018 |
Data mining with algorithmic transparency Y Zhou, Y Alufaisan, M Kantarcioglu Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018 | | 2018 |
Social Media Mining and Privacy Y Alufaisan Northern Kentucky University, 2013 | | 2013 |