Stebėti
Chancellor Johnstone
Pavadinimas
Cituota
Cituota
Metai
Conformal Uncertainty Sets for Robust Optimization
C Johnstone, B Cox
Proceedings of Machine Learning Research 152, 72-90, 2021
292021
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
112023
Exact and approximate conformal inference for multi-output regression
C Johnstone, E Ndiaye
arXiv preprint arXiv:2210.17405, 2022
5*2022
Responsible machine learning for United States Air Force pilot candidate selection
D Wasilefsky, WN Caballero, C Johnstone, N Gaw, PR Jenkins
Decision Support Systems 180, 114198, 2024
42024
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
32022
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
22024
Using conformal win probability to predict the winners of the canceled 2020 NCAA basketball tournaments
C Johnstone, D Nettleton
The American Statistician 78 (3), 304-317, 2023
22023
A Survey of Advances in Multimodal Federated Learning with Applications
G Barry, E Konyar, B Harvill, C Johnstone
Multimodal and Tensor Data Analytics for Industrial Systems Improvement, 315, 2024
12024
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
12023
Shape-restricted random forests and semiparametric prediction intervals
C Johnstone
Iowa State University, 2020
12020
A Risk Based Approach to Node Insertion within Social Networks
C Johnstone
12015
Multi-Objective Multi-Commodity Flow Optimization for Wartime Planning with Cyber-Effects
A Hoffendahl, C Johnstone, A Stephens, RD Dill, LE Champagne
Proceedings of the 11th International Network Optimization Conference, INOC …, 2024
2024
Which Teams Would Have Won the 2020 NCAA Men’s and Women’s Basketball Tournaments?
C Johnstone, D Nettleton
2021
piRF-Prediction Intervals for Random Forests
C Johnstone, H Zhang
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Straipsniai 1–14