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Chancellor Johnstone
Title
Cited by
Cited by
Year
Conformal Uncertainty Sets for Robust Optimization
C Johnstone, B Cox
Proceedings of Machine Learning Research 152, 72-90, 2021
122021
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
82023
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
12024
Exact and Approximate Conformal Inference in Multiple Dimensions
C Johnstone, E Ndiaye
arXiv preprint arXiv:2210.17405, 2022
12022
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
12022
A Risk Based Approach to Node Insertion within Social Networks
C Johnstone
12015
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
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Articles 1–10