Ioannis C. Konstantakopoulos
Ioannis C. Konstantakopoulos
Applied Scientist II @ Amazon.com - Alexa Artificial Intelligence (AI)
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
Model-based fault detection and identification for switching power converters
J Poon, P Jain, IC Konstantakopoulos, C Spanos, SK Panda, SR Sanders
IEEE Transactions on Power Electronics 32 (2), 1419-1430, 2016
1072016
Presencesense: Zero-training algorithm for individual presence detection based on power monitoring
M Jin, R Jia, Z Kang, IC Konstantakopoulos, CJ Spanos
Proceedings of the 1st ACM Conference on Embedded Systems for Energy …, 2014
562014
Abnormal event detection with high resolution micro-PMU data
Y Zhou, R Arghandeh, I Konstantakopoulos, S Abdullah, A von Meier, ...
2016 Power Systems Computation Conference (PSCC), 1-7, 2016
542016
Diagnosing wind turbine faults using machine learning techniques applied to operational data
K Leahy, RL Hu, IC Konstantakopoulos, CJ Spanos, AM Agogino
2016 IEEE International Conference on Prognostics and Health Management …, 2016
462016
Social game for building energy efficiency: Incentive design
LJ Ratliff, M Jin, IC Konstantakopoulos, C Spanos, SS Sastry
2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014
352014
Design automation for smart building systems
R Jia, B Jin, M Jin, Y Zhou, IC Konstantakopoulos, H Zou, J Kim, D Li, ...
Proceedings of the IEEE 106 (9), 1680-1699, 2018
342018
A deep learning and gamification approach to improving human-building interaction and energy efficiency in smart infrastructure
IC Konstantakopoulos, AR Barkan, S He, T Veeravalli, H Liu, C Spanos
Applied energy 237, 810-821, 2019
292019
Diagnosing and predicting wind turbine faults from SCADA data using support vector machines
K Leahy, RL Hu, IC Konstantakopoulos, CJ Spanos, AM Agogino, ...
International Journal of Prognostics and Health Management 9 (1), 1-11, 2018
272018
A robust utility learning framework via inverse optimization
IC Konstantakopoulos, LJ Ratliff, M Jin, SS Sastry, CJ Spanos
IEEE Transactions on Control Systems Technology 26 (3), 954-970, 2017
252017
Real-time model-based fault diagnosis for switching power converters
J Poon, IC Konstantakopoulos, C Spanos, SR Sanders
2015 IEEE Applied Power Electronics Conference and Exposition (APEC), 358-364, 2015
192015
Smart building energy efficiency via social game: a robust utility learning framework for closing–the–loop
IC Konstantakopoulos, LJ Ratliff, M Jin, C Spanos, SS Sastry
2016 1st International Workshop on Science of Smart City Operations and …, 2016
182016
Inverse modeling of non-cooperative agents via mixture of utilities
IC Konstantakopoulos, LJ Ratliff, M Jin, CJ Spanos, SS Sastry
2016 IEEE 55th Conference on Decision and Control (CDC), 6327-6334, 2016
172016
Data-driven event detection with partial knowledge: A hidden structure semi-supervised learning method
Y Zhou, R Arghandeh, I Konstantakopoulos, S Abdullah, CJ Spanos
2016 American Control Conference (ACC), 5962-5968, 2016
152016
Using Domain Knowledge Features for Wind Turbine Diagnostics
RL Hu, K Leahy, IC Konstantakopoulos, DM Auslander, CJ Spanos, ...
15th IEEE International Conference on Machine Learning and Applications (ICMLA), 2016
122016
An Alternative PI Controller Design Approach for PWM-regulated ac/dc three-phase Converters
IC Konstantakopoulos, MK Bourdoulis, AT Alexandridis
2012 IEEE International Conference on Industrial Technology, 944-949, 2012
122012
Leveraging correlations in utility learning
IC Konstantakopoulos, LJ Ratliff, M Jin, CJ Spanos
2017 American Control Conference (ACC), 5249-5256, 2017
92017
Social game for building energy efficiency: Utility learning, simulation, and analysis
IC Konstantakopoulos, LJ Ratliff, M Jin, SS Sastry, C Spanos
arXiv preprint arXiv:1407.0727, 2014
92014
Poisoning attacks on data-driven utility learning in games
R Jia, IC Konstantakopoulos, B Li, C Spanos
2018 Annual American Control Conference (ACC), 5774-5780, 2018
72018
REST: a reliable estimation of stopping time algorithm for social game experiments
M Jin, LJ Ratliff, I Konstantakopoulos, C Spanos, S Sastry
Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical …, 2015
72015
Design, benchmarking and explainability analysis of a game-theoretic framework towards energy efficiency in smart infrastructure
IC Konstantakopoulos, HP Das, AR Barkan, S He, T Veeravalli, H Liu, ...
arXiv preprint arXiv:1910.07899, 2019
52019
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