Conformal Uncertainty Sets for Robust Optimization C Johnstone, B Cox Proceedings of Machine Learning Research 152, 72-90, 2021 | 12 | 2021 |
Toward automated instructor pilots in legacy air force systems: Physiology-based flight difficulty classification via machine learning WN Caballero, N Gaw, PR Jenkins, C Johnstone Expert Systems with Applications 231, 120711, 2023 | 8 | 2023 |
H2G2-Net: A Hierarchical Heterogeneous Graph Generative Network Framework for Discovery of Multi-Modal Physiological Responses H Gu, N Gaw, Y Wang, C Johnstone, C Beauchene, S Yuditskaya, H Rao, ... arXiv preprint arXiv:2401.02905, 2024 | 1 | 2024 |
Exact and Approximate Conformal Inference in Multiple Dimensions C Johnstone, E Ndiaye arXiv preprint arXiv:2210.17405, 2022 | 1 | 2022 |
Constructing prediction intervals with neural networks: an empirical evaluation of bootstrapping and conformal inference methods A Contarino, CS Kabban, C Johnstone, F Mohd-Zaid arXiv preprint arXiv:2210.05354, 2022 | 1 | 2022 |
A Risk Based Approach to Node Insertion within Social Networks C Johnstone | 1 | 2015 |
Responsible machine learning for united states air force pilot candidate selection D Wasilefsky, WN Caballero, C Johnstone, N Gaw, PR Jenkins Decision Support Systems, 114198, 2024 | | 2024 |
Using Conformal Win Probability to Predict the Winners of the Canceled 2020 NCAA Basketball Tournaments C Johnstone, D Nettleton The American Statistician, 1-14, 2023 | | 2023 |
Anomaly Detection in the Molecular Structure of Gallium Arsenide Using Convolutional Neural Networks T Roche, A Wood, P Cho, C Johnstone Mathematics 11 (15), 3428, 2023 | | 2023 |
Shape-restricted random forests and semiparametric prediction intervals C Johnstone Iowa State University, 2020 | | 2020 |