Concepedia

Aaron Tuor

AT

14

Publications

410

Citations

11

H-Index

2017

Active since

Affiliations

Pacific Northwest National Laboratory(Current)

Western Washington University

Aaron Tuor is an author at Pacific Northwest National Laboratory specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningDeep LearningComputer ScienceData ScienceSystems EngineeringPredictive AnalyticsManagementData MiningRobot Learning

Publications per year

2017–2024

14

Publications

14

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

Aaron Tuor, Samuel Kaplan, Brian Hutchinson et al. · arXiv (Cornell University) · 2017 · 151 citations · Full text

Insider Threat Detection, Anomaly Detection, Machine Learning +17

Differentiable predictive control: Deep learning alternative to explicit model predictive control for unknown nonlinear systems

Ján Drgoňa, Karol Kiš, Aaron Tuor et al. · Journal of Process Control · 2022 · 60 citations · Full text

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

Aaron Tuor, Ryan Baerwolf, Nicolas Knowles et al. · arXiv (Cornell University) · 2017 · 27 citations · Full text

Physics-constrained deep learning of multi-zone building thermal dynamics

Ján Drgoňa, Aaron Tuor, Vikas Chandan et al. · Energy and Buildings · 2021 · 24 citations · Full text

Learning Constrained Parametric Differentiable Predictive Control Policies With Guarantees

Ján Drgoňa, Aaron Tuor, Draguna Vrabie · IEEE Transactions on Systems Man and Cybernetics Systems · 2024 · 24 citations · Full text

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