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ORCIDWilliam Eberle
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Publications
- 2024
[j12]Ingrid Russell, Sheikh Rabiul Islam, William Eberle, Douglas A. Talbert, Md Golam Moula Mehedi Hasan:
Preface. Int. J. Artif. Intell. Tools 33(3): 2402001:1-2402001:3 (2024)- [j11]Sheikh Rabiul Islam, Ingrid Russell, William Eberle, Douglas A. Talbert, Md Golam Moula Mehedi Hasan:
Advances in Explainable, Fair, and Trustworthy AI. Int. J. Artif. Intell. Tools 33(3): 2403001:1-2403001:5 (2024) - 2022
- [c48]Sheikh Rabiul Islam, Ingrid Russell, William Eberle, Darina Dicheva:
Incorporating the Concepts of Fairness and Bias into an Undergraduate Computer Science Course to Promote Fair Automated Decision Systems. SIGCSE (2) 2022: 1075 - 2021
- [c47]Sheikh Rabiul Islam, William Eberle:
Implications of Combining Domain Knowledge in Explainable Artificial Intelligence. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering 2021 - [i7]Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor, Mohiuddin Ahmed:
Explainable Artificial Intelligence Approaches: A Survey. CoRR abs/2101.09429 (2021) - 2020
- [c44]Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Ambareen Siraj, Mike Rogers:
Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) 2020 - [c42]Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor:
Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. FLAIRS 2020: 75-81 - 2019
- [i6]Sheikh Rabiul Islam
, William Eberle, Sid C. Bundy, Sheikh Khaled Ghafoor:
Infusing domain knowledge in AI-based "black box" models for better explainability with application in bankruptcy prediction. CoRR abs/1905.11474 (2019) - [i5]Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Ambareen Siraj, Mike Rogers:
Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response. CoRR abs/1911.09853 (2019) - [i4]Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Sid C. Bundy, Douglas A. Talbert, Ambareen Siraj:
Investigating bankruptcy prediction models in the presence of extreme class imbalance and multiple stages of economy. CoRR abs/1911.09858 (2019) - [i3]Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor:
Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. CoRR abs/1911.10104 (2019) - 2018
- [c36]Sheikh Rabiul Islam, Sheikh Khaled Ghafoor, William Eberle:
Mining Illegal Insider Trading of Stocks: A Proactive Approach. IEEE BigData 2018: 1397-1406 - [i2]Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor:
Mining Bad Credit Card Accounts from OLAP and OLTP. CoRR abs/1807.00819 (2018) - [i1]Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor:
Credit Default Mining Using Combined Machine Learning and Heuristic Approach. CoRR abs/1807.01176 (2018) - 2017
- [c27]Sheikh Rabiul Islam, William Eberle, Sheikh Khaled Ghafoor:
Mining Bad Credit Card Accounts from OLAP and OLTP. ICCDA 2017: 129-137
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