Aaron Tuor

Protein Mutation Stability Ternary Classification using Neural Networks and Rigidity Analysis

Brian Hutchinson, F. Jagodzinski, R. Olney, 2018, 1803.04659.

Constrained Neural Ordinary Differential Equations with Stability Guarantees pdf

Ján Drgoňa, Draguna L. Vrabie, Aaron R. Tuor, 2020, ICLR 2020.

Deep Learning Classification of Cheatgrass Invasion in the Western United States Using Biophysical and Remote Sensing Data

Kyle B. Larson, Aaron Randall Tuor, Aaron Tuor, 2021, Remote. Sens..

Constrained Physics-Informed Deep Learning for Stable System Identification and Control of Unknown Linear Systems

D. Vrabie, Ján Drgoňa, Aaron Tuor, 2020, ArXiv.

Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection

Andy Brown, Brian Hutchinson, Nicole Nichols, 2018, Proceedings of the First Workshop on Machine Learning for Computing Systems.

Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams pdf

Brian Hutchinson, Nicole Nichols, Aaron Tuor, 2017, AAAI Workshops.

Physics-constrained Deep Learning of Multi-zone Building Thermal Dynamics pdf

Vikas Chandan, Draguna L. Vrabie, Jan Drgona, 2020, Energy and Buildings.

Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers

Brenda Praggastis, Andrew August, Brian Hutchinson, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Recurrent Neural Network Language Models for Open Vocabulary Event-Level Cyber Anomaly Detection pdf

Brian Hutchinson, Nicole Nichols, Robert Jasper, 2017, AAAI Workshops.

Crisis: Extensions in Meaning from the Renaissance to Contemporary Times

Aaron Tuor, 2015 .