| MITIGATING THE EFFECTS OF CLASS IMBALANCE USING SMOTE AND TOMEK LINK UNDERSAMPLING IN SAS® J Boardman, K Biron, R Rimbey Proceedings of the SAS Global Forum 2018 Conference, 2018 | 9 | 2018 |
| Differential classification of infants in United States neonatal intensive care units for weight, length, and head circumference by United States and international growth curves AN Ferguson, IE Olsen, RH Clark, BD Yockey, J Boardman, K Biron, ... Annals of Human Biology 47 (6), 564-571, 2020 | 8 | 2020 |
| Integrated Gradients is a Nonlinear Generalization of the Industry Standard Approach to Variable Attribution for Credit Risk Models J Boardman, MS Alam, X Huang, Y Xie 2022 IEEE International Conference on Big Data (Big Data), 5012-5023, 2022 | 4 | 2022 |
| Directional Pairwise Class Confusion Bias and Its Mitigation S Sayenju, R Aygun, J Boardman, DPR Don, Y Zhang, B Franks, ... 2022 IEEE 16th International Conference on Semantic Computing (ICSC), 67-74, 2022 | 3 | 2022 |
| Applications of Integrated Gradients in Credit Risk Modeling MS Alam, J Boardman, X Huang, M Turner 2022 IEEE International Conference on Big Data (Big Data), 4997-5005, 2022 | 2 | 2022 |
| Quantification and Mitigation of Directional Pairwise Class Confusion Bias in a Chatbot Intent Classification Model S Sayenju, R Aygun, J Boardman, DPR Don, Y Zhang, B Franks, ... International Journal of Semantic Computing 16 (04), 497-520, 2022 | 1 | 2022 |
| A New Kind of Data Science: The Need for Ethical Analytics J Boardman | 1 | 2022 |
| MACHINE-LEARNING TECHNIQUES INVOLVING MONOTONIC RECURRENT NEURAL NETWORKS J Boardman, X Huang US Patent App. 18/606,493, 2024 | | 2024 |
| Historical risk assessment for risk mitigation in online access control MS Alam, J Boardman, X Huang, J Dugger, M Turner US Patent App. 18/060,460, 2024 | | 2024 |
| Machine-learning techniques involving monotonic recurrent neural networks J Boardman, X Huang US Patent 11,960,993, 2024 | | 2024 |
| Automation of Explainability Auditing for Image Recognition DR Don, J Boardman, S Sayenju, R Aygun, Y Zhang, B Franks, ... International Journal of Multimedia Data Engineering and Management (IJMDEM …, 2023 | | 2023 |
| Explainability Audit: An Automated Evaluation of Local Explainability in Rooftop Image Classification DR Don, J Boardman, S Sayenju, R Aygun, Y Zhang, B Franks, ... 2022 IEEE 23rd International Conference on Information Reuse and Integration …, 2022 | | 2022 |
| Ethical Analytics: A Framework for a Practically-Oriented Sub-Discipline of AI Ethics J Boardman | | 2022 |
| Radically Simplifying Gated Recurrent Architectures Without Loss of Performance JW Boardman, Y Xie 2019 IEEE International Conference on Big Data (Big Data), 2615-2623, 2019 | | 2019 |
Xiao HuangKennesaw State UniversityVerified email at kennesaw.edu
