Tuor, Aaron

1. Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams
   2017/10/02 by Aaron Tuor, Tuor, Aaron, Samuel Kaplan +7 · 7 citations
   Computer Science · #62-07 #Cryptography and Security (cs.CR) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Information and Cyber Security #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Neural and Evolutionary Computing (cs.NE)
2. Recurrent Neural Network Attention Mechanisms for Interpretable System\n Log Anomaly Detection
   2018/03/13 by Andy Brown, Brown, Andy, Aaron Tuor +5 · 5 citations
   Computer Science · Engineering · #Software System Performance and Reliability #Anomaly Detection Techniques and Applications #Fault Detection and Control Systems
3. Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems
   2020/11/07 by Ján Drgoňa, Karol Kiš, Drgona, Jan +7 · 6 citations
   Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #Fault Detection and Control Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Dissipative Deep Neural Dynamical Systems
   2020/11/26 by Ján Drgoňa, Soumya Vasisht, Drgona, Jan +5 · 3 citations
   Computer Science · Engineering · Physics and Astronomy · #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
5. Deep Learning Explicit Differentiable Predictive Control Laws for Buildings
   2021/07/25 by Drgona, Jan, Tuor, Aaron, Vasisht, Soumya +2 · 3 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Constrained Block Nonlinear Neural Dynamical Models
   2021/01/06 by Skomski, Elliott, Vasisht, Soumya, Wight, Colby +3 · 1 citation
   #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)
7. Koopman-based Differentiable Predictive Control for the Dynamics-Aware\n Economic Dispatch Problem
   2022/03/16 by Ethan King, Ján Drgoňa, King, Ethan +11 · 1 citation
   Engineering · #Optimal Power Flow Distribution #Energy Load and Power Forecasting #Power System Optimization and Stability
8. Neural Ordinary Differential Equations for Nonlinear System Identification
   2022/02/28 by Aowabin Rahman, Ján Drgoňa, Rahman, Aowabin +5 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering