| Development of a convolutional neural network to differentiate among the etiology of similar appearing pathological B lines on lung ultrasound: a deep learning study R Arntfield, B VanBerlo, T Alaifan, N Phelps, M White, R Chaudhary, J Ho, ... BMJ open 11 (3), e045120, 2021 | 78* | 2021 |
| Comparing calibrated statistical and machine learning methods for wildland fire occurrence prediction: A case study of human-caused fires in Lac La Biche, Alberta, Canada N Phelps, DG Woolford International journal of wildland fire 30 (11), 850-870, 2021 | 27 | 2021 |
| Guidelines for effective evaluation and comparison of wildland fire occurrence prediction models N Phelps, DG Woolford International journal of wildland fire 30 (4), 225-240, 2021 | 19 | 2021 |
| Classification of forest fuels in selected fire-prone ecosystems of Alberta, Canada—implications for crown fire behaviour prediction and fuel management N Phelps, JL Beverly Annals of Forest Science 79 (1), 40, 2022 | 10 | 2022 |
| The Alberta Wildland Fuels Inventory Program (AWFIP): data description and reference tables N Phelps, H Cameron, AM Forbes, T Schiks, D Schroeder, JL Beverly Annals of Forest Science 79 (1), 28, 2022 | 7 | 2022 |
| Using Platt's scaling for calibration after undersampling--limitations and how to address them N Phelps, DJ Lizotte, DG Woolford arXiv preprint arXiv:2410.18144, 2024 | 2 | 2024 |
| Lung ultrasound processing systems and methods RT Arntfield, B Vanberlo, D Wu, B Wu, J Tschirhart, D Chintan, J Mccauley, ... US Patent App. 18/099,206, 2023 | 2 | 2023 |
| Reinforcement learning in large, structured action spaces: A simulation study of decision support for spinal cord injury rehabilitation N Phelps, S Marrocco, S Cornell, DL Wolfe, DJ Lizotte Intelligence-Based Medicine 9, 100137, 2024 | 1 | 2024 |
| Towards understanding the bias in decision trees N Phelps, DJ Lizotte, DG Woolford arXiv preprint arXiv:2501.04903, 2025 | | 2025 |
| Challenges learning from imbalanced data using tree-based models: Prevalence estimates systematically depend on hyperparameters and can be upwardly biased N Phelps, DJ Lizotte, DG Woolford arXiv preprint arXiv:2412.16209, 2024 | | 2024 |
| The effects of financial knowledge, skill, and self-assessed knowledge on financial well-being, behavior, and objective situation N Phelps, A Metzler Available at SSRN 5001327, 2024 | | 2024 |
| An exploratory clustering analysis of the 2016 National Financial Well-Being Survey N Phelps, A Metzler PloS one 19 (9), e0309260, 2024 | | 2024 |
| Enhancing an existing algorithm for small-cardinality constrained portfolio optimisation N Phelps, A Metzler Journal of the Operational Research Society 75 (5), 967-981, 2024 | | 2024 |
