| 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 | 260 | 2016 |
| 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 | 156 | 2019 |
| 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 | 146 | 2016 |
| 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 | 115 | 2018 |
| 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 | 104 | 2016 |
| Diagnosing and predictingwind 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), 2018 | 95 | 2018 |
| 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 | 79 | 2014 |
| 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 | 63 | 2014 |
| 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 | 40 | 2016 |
| 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 | 38 | 2017 |
| A novel graphical lasso based approach towards segmentation analysis in energy game-theoretic frameworks HP Das, IC Konstantakopoulos, AB Manasawala, T Veeravalli, H Liu, ... 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 28 | 2019 |
| 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 | 28 | 2019 |
| 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 | 27 | 2016 |
| 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 | 22 | 2016 |
| 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 | 21 | 2015 |
| 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 | 20 | 2016 |
| Improving Device Directedness Classification of Utterances With Semantic Lexical Features G Kellen, IC Konstantakopoulos, G Xingzhi, V Vishal Thanvantri, ... ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Soeech and …, 2020 | 19* | 2020 |
| 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 | 18 | 2018 |
| Leveraging correlations in utility learning IC Konstantakopoulos, LJ Ratliff, M Jin, CJ Spanos 2017 American Control Conference (ACC), 5249-5256, 2017 | 14 | 2017 |
| 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 | 14 | 2014 |
Costas SpanosProfessor of Electrical Engineering and Computer Sciences, University of California, BerkeleyVerified email at berkeley.edu
