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Stephen C. Adams
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- affiliation: University of Virginia, Department of Systems and Information Engineering, Charlottesville, VA, USA
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2020 – today
- 2023
- [c24]Stephen C. Adams, Tyler Cody, Ramin Salman Roughani, Peter A. Beling:
Transfer Distance and Operating Envelopes to Detect Non-Stationarity in Cyber Environments. ICMLA 2023: 900-907 - 2022
- [j15]Stephen C. Adams
, Tyler Cody, Peter A. Beling:
A survey of inverse reinforcement learning. Artif. Intell. Rev. 55(6): 4307-4346 (2022) - [j14]Jianyu Su
Deep multi-agent reinforcement learning for multi-level preventive maintenance in manufacturing systems. Expert Syst. Appl. 192: 116323 (2022) - [j13]Alex Langevin, Tyler Cody, Stephen C. Adams
Generative adversarial networks for data augmentation and transfer in credit card fraud detection. J. Oper. Res. Soc. 73(1): 153-180 (2022) - [j12]Tyler Cody
Empirically Measuring Transfer Distance for System Design and Operation. IEEE Syst. J. 16(3): 4962-4973 (2022) - [j11]Georgios Bakirtzis
An ontological metamodel for cyber-physical system safety, security, and resilience coengineering. Softw. Syst. Model. 21(1): 113-137 (2022) - [c23]Tyler Cody, Stephen C. Adams, Peter A. Beling, Laura J. Freeman:
On Valuing the Impact of Machine Learning Faults to Cyber-Physical Production Systems. COINS 2022: 1-6 - [c22]Faraz Dadgostari, Samarth Swarup, Stephen C. Adams, Peter A. Beling, Henning S. Mortveit
Identifying Correlates of Emergent Behaviors in Agent-Based Simulation Models Using Inverse Reinforcement Learning. WSC 2022: 322-333 - [i8]Henning S. Mortveit, Stephen C. Adams, Faraz Dadgostari, Samarth Swarup, Peter A. Beling:
BESSIE: A Behavior and Epidemic Simulator for Use With Synthetic Populations. CoRR abs/2203.11414 (2022) - 2021
- [j10]Cody H. Fleming
Cyberphysical Security Through Resiliency: A Systems-Centric Approach. Computer 54(6): 36-45 (2021) - [c21]Jianyu Su, Stephen C. Adams, Peter A. Beling:
Value-Decomposition Multi-Agent Actor-Critics. AAAI 2021: 11352-11360 - [c20]Tyler Cody, Stephen C. Adams, Peter A. Beling:
Trade-offs in Metric Learning for Bearing Fault Diagnosis. ICMLA 2021: 1100-1105 - [c19]Stephen C. Adams, Tyler Cody, Peter A. Beling:
Pareto-Optimal Active Learning with Cost. SMC 2021: 1519-1526 - [c18]Mark Rucker, Stephen C. Adams, Roy Hayes, Peter A. Beling:
Inverse Reinforcement Learning for Strategy Identification. SMC 2021: 3067-3074 - [i7]Tyler Cody, Stephen C. Adams, Peter A. Beling:
Empirically Measuring Transfer Distance for System Design and Operation. CoRR abs/2107.01184 (2021) - [i6]Mark Rucker, Stephen C. Adams, Roy Hayes, Peter A. Beling:
Inverse Reinforcement Learning for Strategy Identification. CoRR abs/2108.00293 (2021) - 2020
- [c17]Stephen C. Adams, Tyler Cody, Peter A. Beling, Sherwood Polter, Kevin Farinholt:
Hierarchical Classification for Unknown Faults. ICPHM 2020: 1-8 - [c16]Cheng Wang, Benjamin D. Bowes, Arash Tavakoli, Stephen C. Adams, Jonathan L. Goodall, Peter A. Beling:
Smart Stormwater Control Systems: A Reinforcement Learning Approach. ISCRAM 2020: 2-13 - [c15]Benjamin Choo, Graham Crannell, Stephen C. Adams, Faraz Dadgostari, Peter A. Beling, Ann Bolcavage, Roy McIntyre:
Reinforcement Learning from Simulated Environments: An Encoder Decoder Framework. SpringSim 2020: 1-12 - [c14]Jie Liu, Stephen C. Adams, Peter A. Beling:
An Ensemble Trust Scoring Method for Internet of Things Sensor Networks. WF-IoT 2020: 1-6 - [i5]Jianyu Su
Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication. CoRR abs/2004.00470 (2020) - [i4]Georgios Bakirtzis, Tim Sherburne, Stephen C. Adams, Barry M. Horowitz, Peter A. Beling, Cody H. Fleming:
An Ontological Metamodel for Cyber-Physical System Safety, Security, and Resilience Coengineering. CoRR abs/2006.05304 (2020) - [i3]Jianyu Su, Stephen C. Adams, Peter A. Beling:
Value-Decomposition Multi-Agent Actor-Critics. CoRR abs/2007.12306 (2020) - [i2]Cody H. Fleming, Carl R. Elks, Georgios Bakirtzis, Stephen C. Adams, Bryan T. Carter, Peter A. Beling, Barry M. Horowitz:
Cyber-Physical Security Through Resiliency: A Systems-centric Approach. CoRR abs/2011.14469 (2020)
2010 – 2019
- 2019
- [j9]Stephen C. Adams
A survey of feature selection methods for Gaussian mixture models and hidden Markov models. Artif. Intell. Rev. 52(3): 1739-1779 (2019) - [j8]Xiaomin Lin
Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games. J. Artif. Intell. Res. 66: 473-502 (2019) - [j7]Stephen C. Adams
Research Advances with Systems Engineering in Context. Syst. Eng. 22(5): 369 (2019) - [j6]Bryan T. Carter
A Preliminary Design-Phase Security Methodology for Cyber-Physical Systems. Syst. 7(2): 21 (2019) - [c13]Maxwell Berman, Stephen C. Adams, Tim Sherburne, Cody H. Fleming, Peter A. Beling:
Active Learning to Improve Static Analysis. ICMLA 2019: 1322-1327 - [c12]Tyler Cody, Stephen C. Adams, Peter A. Beling, Sherwood Polter, Kevin Farinholt, Nathan Hipwell, Ali Chaudhry, Kennet Castillo, Ryan Meekins:
Transferring Random Samples in Actuator Systems for Binary Damage Detection. ICPHM 2019: 1-7 - [c11]Stephen C. Adams, Peter A. Beling:
Feature Selection for Hidden Markov Models with Discrete Features. IntelliSys (1) 2019: 67-82 - [c10]Tyler Cody, Stephen C. Adams, Peter A. Beling:
A Systems Theoretic Perspective on Transfer Learning. SysCon 2019: 1-7 - 2018
- [j5]William T. Scherer, Stephen C. Adams
On the Practical Art of State Definitions for Markov Decision Process Construction. IEEE Access 6: 21115-21128 (2018) - [j4]Don J. Rude
Task recognition from joint tracking data in an operational manufacturing cell. J. Intell. Manuf. 29(6): 1203-1217 (2018) - [j3]Stephen C. Adams, William T. Scherer, K. Preston White Jr., Jason Payne, Oved Hernandez, Matthew S. Gerber, N. Peter Whitehead:
Author Correction to: Dynamic Scheduling for Veterans Health Administration Patients Using Geospatial Dynamic Overbooking. J. Medical Syst. 42(4): 73:1 (2018) - [c9]Stephen C. Adams, Graham Crannell, Ann Bolcavage, Roy McIntyre, Peter A. Beling:
A Condition Monitoring System for Low Vacuum Plasma Spray using Computer Vision. ICPHM 2018: 1-7 - [c8]Stephen C. Adams, Ryan Meekins, Kevin Farinholt, Nathan Hipwell, Michael Desrosiers, Peter A. Beling:
One-Class Support Vector Machines for Structural Health Monitoring on Wave Energy Converters. ICPHM 2018: 1-8 - [c7]Ryan Meekins, Stephen C. Adams, Peter A. Beling, Kevin Farinholt, Nathan Hipwell, Ali Chaudhry, Sherwood Polter, Qing Dong:
Cost-sensitive Classifier Selection when there is Additional Cost Information. COST@SDM 2018: 17-30 - [c6]Stephen C. Adams, Bryan T. Carter, Cody H. Fleming, Peter A. Beling:
Selecting System Specific Cybersecurity Attack Patterns Using Topic Modeling. TrustCom/BigDataSE 2018: 490-497 - [c5]Yang Wang, Stephen C. Adams, Peter A. Beling, Steven Greenspan, Sridhar Rajagopalan, Maria C. Velez-Rojas, Serge Mankovski, Steven M. Boker, Donald E. Brown:
Privacy Preserving Distributed Deep Learning and Its Application in Credit Card Fraud Detection. TrustCom/BigDataSE 2018: 1070-1078 - [c4]Stephen C. Adams, Peter A. Beling, Steven Greenspan, Maria C. Velez-Rojas, Serge Mankovski:
Model-Based Trust Assessment for Internet of Things Networks. TrustCom/BigDataSE 2018: 1838-1843 - [i1]Xiaomin Lin, Stephen C. Adams, Peter A. Beling:
Multi-agent Inverse Reinforcement Learning for General-sum Stochastic Games. CoRR abs/1806.09795 (2018) - 2017
- [j2]Stephen C. Adams
Dynamic Scheduling for Veterans Health Administration Patients using Geospatial Dynamic Overbooking. J. Medical Syst. 41(11): 182:1-182:14 (2017) - [c3]Stephen C. Adams, Ryan Meekins, Peter A. Beling:
An Empirical Evaluation of Techniques for Feature Selection with Cost. ICDM Workshops 2017: 834-841 - [c2]Benjamin Y. Choo, Stephen C. Adams, Peter A. Beling:
Health-aware hierarchical control for smart manufacturing using reinforcement learning. ICPHM 2017: 40-47 - [c1]N. Peter Whitehead
Systems thinking and predictive analytics to improve veteran healthcare scheduling. SysCon 2017: 1-8 - 2016
- [j1]Stephen C. Adams
Feature Selection for Hidden Markov Models and Hidden Semi-Markov Models. IEEE Access 4: 1642-1657 (2016)
Coauthor Index
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