Stephen C. Adams

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 47

Top Topics

Hierarchical Classification

Feature Selection

Reinforcement Learning

Top Venues

TrustCom/BigDataSE

Publications

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)
Stephen C. Adams, Tyler Cody, Peter A. Beling
A survey of inverse reinforcement learning. Artif. Intell. Rev. 55 (6) (2022)
Tyler Cody, Stephen C. Adams, Peter A. Beling
Empirically Measuring Transfer Distance for System Design and Operation. IEEE Syst. J. 16 (3) (2022)
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)
Jianyu Su, Jing Huang, Stephen C. Adams, Qing Chang, Peter A. Beling
Deep multi-agent reinforcement learning for multi-level preventive maintenance in manufacturing systems. Expert Syst. Appl. 192 (2022)
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 (2022)
Alex Langevin, Tyler Cody, Stephen C. Adams, Peter A. Beling
Generative adversarial networks for data augmentation and transfer in credit card fraud detection. J. Oper. Res. Soc. 73 (1) (2022)
Georgios Bakirtzis, Tim Sherburne, Stephen C. Adams, Barry M. Horowitz, Peter A. Beling, Cody Harrison Fleming
An ontological metamodel for cyber-physical system safety, security, and resilience coengineering. Softw. Syst. Model. 21 (1) (2022)
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)
Jianyu Su, Stephen C. Adams, Peter A. Beling
Value-Decomposition Multi-Agent Actor-Critics. AAAI (2021)
Stephen C. Adams, Tyler Cody, Peter A. Beling
Pareto-Optimal Active Learning with Cost. SMC (2021)
Mark Rucker, Stephen C. Adams, Roy Hayes, Peter A. Beling
Inverse Reinforcement Learning for Strategy Identification. SMC (2021)
Mark Rucker, Stephen C. Adams, Roy Hayes, Peter A. Beling
Inverse Reinforcement Learning for Strategy Identification. CoRR (2021)
Tyler Cody, Stephen C. Adams, Peter A. Beling
Trade-offs in Metric Learning for Bearing Fault Diagnosis. ICMLA (2021)
Tyler Cody, Stephen C. Adams, Peter A. Beling
Empirically Measuring Transfer Distance for System Design and Operation. CoRR (2021)
Cody Harrison Fleming, Carl R. Elks, Georgios Bakirtzis, Stephen C. Adams, Bryan T. Carter, Peter A. Beling, Barry M. Horowitz
Cyberphysical Security Through Resiliency: A Systems-Centric Approach. Computer 54 (6) (2021)
Jianyu Su, Stephen C. Adams, Peter A. Beling
Value-Decomposition Multi-Agent Actor-Critics. CoRR (2020)
Georgios Bakirtzis, Tim Sherburne, Stephen C. Adams, Barry M. Horowitz, Peter A. Beling, Cody Harrison Fleming
An Ontological Metamodel for Cyber-Physical System Safety, Security, and Resilience Coengineering. CoRR (2020)
Cody 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 (2020)
Jianyu Su, Stephen C. Adams, Peter A. Beling
Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication. CoRR (2020)
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)
Jie Liu, Stephen C. Adams, Peter A. Beling
An Ensemble Trust Scoring Method for Internet of Things Sensor Networks. WF-IoT (2020)
Stephen C. Adams, Tyler Cody, Peter A. Beling, Sherwood Polter, Kevin Farinholt
Hierarchical Classification for Unknown Faults. ICPHM (2020)
Cheng Wang, Benjamin Bowes, Arash Tavakoli, Stephen C. Adams, Jonathan L. Goodall, Peter A. Beling
Smart Stormwater Control Systems: A Reinforcement Learning Approach. ISCRAM (2020)
Stephen C. Adams, Peter A. Beling
Feature Selection for Hidden Markov Models with Discrete Features. IntelliSys (1) (2019)
Stephen C. Adams, Peter A. Beling, William T. Scherer, Cody Fleming, James H. Lambert
Research Advances with Systems Engineering in Context. Syst. Eng. 22 (5) (2019)
Stephen C. Adams, Peter A. Beling
A survey of feature selection methods for Gaussian mixture models and hidden Markov models. Artif. Intell. Rev. 52 (3) (2019)
Maxwell Berman, Stephen C. Adams, Tim Sherburne, Cody Fleming, Peter A. Beling
Active Learning to Improve Static Analysis. ICMLA (2019)
Xiaomin Lin, Stephen C. Adams, Peter A. Beling
Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games. J. Artif. Intell. Res. 66 (2019)
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)
Tyler Cody, Stephen C. Adams, Peter A. Beling
A Systems Theoretic Perspective on Transfer Learning. SysCon (2019)
Bryan T. Carter, Stephen C. Adams, Georgios Bakirtzis, Tim Sherburne, Peter A. Beling, Barry M. Horowitz, Cody Harrison Fleming
A Preliminary Design-Phase Security Methodology for Cyber-Physical Systems. Syst. 7 (2) (2019)
Xiaomin Lin, Stephen C. Adams, Peter A. Beling
Multi-agent Inverse Reinforcement Learning for General-sum Stochastic Games. CoRR (2018)
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)
Don J. Rude, Stephen C. Adams, Peter A. Beling
Task recognition from joint tracking data in an operational manufacturing cell. J. Intell. Manuf. 29 (6) (2018)
Stephen C. Adams, Bryan T. Carter, Cody Harrison Fleming, Peter A. Beling
Selecting System Specific Cybersecurity Attack Patterns Using Topic Modeling. TrustCom/BigDataSE (2018)
William T. Scherer, Stephen C. Adams, Peter A. Beling
On the Practical Art of State Definitions for Markov Decision Process Construction. IEEE Access 6 (2018)
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)
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)
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)
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)
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) (2018)
Stephen C. Adams, William T. Scherer, K. Preston White Jr., Jason Payne, Oved Hernandez, Matthew S. Gerber, N. Peter Whitehead
Dynamic Scheduling for Veterans Health Administration Patients using Geospatial Dynamic Overbooking. J. Medical Syst. 41 (11) (2017)
Benjamin Y. Choo, Stephen C. Adams, Peter A. Beling
Health-aware hierarchical control for smart manufacturing using reinforcement learning. ICPHM (2017)
N. Peter Whitehead, Stephen C. Adams, William T. Scherer, Hyojung Kang, Matthew S. Gerber
Systems thinking and predictive analytics to improve veteran healthcare scheduling. SysCon (2017)
Stephen C. Adams, Ryan Meekins, Peter A. Beling
An Empirical Evaluation of Techniques for Feature Selection with Cost. ICDM Workshops (2017)
Stephen C. Adams, Peter A. Beling, Randy Cogill
Feature Selection for Hidden Markov Models and Hidden Semi-Markov Models. IEEE Access 4 (2016)