Stephen Adams
Stephen Adams
Principal Scientist, University of Virginia
Verified email at virginia.edu - Homepage
Title
Cited by
Cited by
Year
Deep learning detecting fraud in credit card transactions
A Roy, J Sun, R Mahoney, L Alonzi, S Adams, P Beling
2018 Systems and Information Engineering Design Symposium (SIEDS), 129-134, 2018
952018
Horse race analysis in credit card fraud—deep learning, logistic regression, and Gradient Boosted Tree
G Rushin, C Stancil, M Sun, S Adams, P Beling
2017 systems and information engineering design symposium (SIEDS), 117-121, 2017
572017
Adversarial learning in credit card fraud detection
MF Zeager, A Sridhar, N Fogal, S Adams, DE Brown, PA Beling
2017 Systems and Information Engineering Design Symposium (SIEDS), 112-116, 2017
472017
Feature selection for hidden Markov models and hidden semi-Markov models
S Adams, PA Beling, R Cogill
IEEE Access 4, 1642-1657, 2016
352016
A survey of feature selection methods for Gaussian mixture models and hidden Markov models
S Adams, PA Beling
Artificial Intelligence Review 52 (3), 1739-1779, 2019
212019
Comparison of Feature Selection and Feature Extraction Techniques for Condition Monitoring of a Hydraulic Actuator
S Adams, R Meekins, PA Beling, K Farinholt, N Brown, S Polter, Q Dong
Annual Conference of the Prognostics and Health Management Society 2017, 2017
142017
Privacy preserving distributed deep learning and its application in credit card fraud detection
Y Wang, S Adams, P Beling, S Greenspan, S Rajagopalan, ...
2018 17th IEEE International Conference On Trust, Security And Privacy In …, 2018
132018
The WEAR methodology for prognostics and health management implementation in manufacturing
S Adams, M Malinowski, G Heddy, B Choo, PA Beling
Journal of Manufacturing Systems 45, 82-96, 2017
132017
Condition Based Monitoring for a Hydraulic Actuator
S Adams, PA Beling, K Farinholt, N Brown, S Polter, Q Dong
Annual Conference of the Prognostics and Health Management Society 2016, 2016
112016
Adaptive Multiscale Prognostics and Health Management for Smart Manufacturing Systems
B Choo, S Adams, J Marvel, BA Weiss, PA Beling
International Journal of Prognostics and Health Management 7 (Special Issue …, 2016
112016
Multi-agent inverse reinforcement learning for certain general-sum stochastic games
X Lin, SC Adams, PA Beling
Journal of Artificial Intelligence Research 66, 473-502, 2019
102019
A preliminary design-phase security methodology for cyber–physical systems
B Carter, S Adams, G Bakirtzis, T Sherburne, P Beling, B Horowitz, ...
Systems 7 (2), 21, 2019
92019
Selecting system specific cybersecurity attack patterns using topic modeling
S Adams, B Carter, C Fleming, PA Beling
2018 17th IEEE International Conference On Trust, Security And Privacy In …, 2018
92018
Task recognition from joint tracking data in an operational manufacturing cell
DJ Rude, S Adams, PA Beling
Journal of Intelligent Manufacturing 29 (6), 1203-1217, 2018
92018
A utilitarian approach to adversarial learning in credit card fraud detection
T Cody, S Adams, PA Beling
2018 Systems and Information Engineering Design Symposium (SIEDS), 237-242, 2018
82018
Cost-sensitive classifier selection when there is additional cost information
R Meekins, S Adams, PA Beling, K Farinholt, N Hipwell, A Chaudhry, ...
International Workshop on Cost-Sensitive Learning, 17-30, 2018
72018
Detecting fraud in adversarial environments: A reinforcement learning approach
A Mead, T Lewris, S Prasanth, S Adams, P Alonzi, P Beling
2018 Systems and Information Engineering Design Symposium (SIEDS), 118-122, 2018
62018
Health-aware hierarchical control for smart manufacturing using reinforcement learning
BY Choo, S Adams, P Beling
2017 IEEE International Conference on Prognostics and Health Management …, 2017
62017
Hierarchical fault classification for resource constrained systems
S Adams, R Meekins, PA Beling, K Farinholt, N Brown, S Polter, Q Dong
Mechanical Systems and Signal Processing 134, 106266, 2019
52019
Improving credit card fraud detection by profiling and clustering accounts
N Kasa, A Dahbura, C Ravoori, S Adams
2019 Systems and Information Engineering Design Symposium (SIEDS), 1-6, 2019
52019
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