Ioannis C. Konstantakopoulos

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Costas SpanosProfessor of Electrical Engineering and Computer Sciences, University of California, BerkeleyVerifisert e-postadresse på berkeley.edu
Ming JinVirginia TechVerifisert e-postadresse på vt.edu
Tanya VeeravalliUniversity of Illinois, Urbana-ChampaignVerifisert e-postadresse på illinois.edu
Shankar SastryUniversity of CaliforniaVerifisert e-postadresse på berkeley.edu
Lillian J. RatliffAssociate Professor, University of WashingtonVerifisert e-postadresse på uw.edu
Reza ArghandehProfessor, Western Norway University of Applied SciencesVerifisert e-postadresse på hvl.no
Yuxun ZhouEECS, UC Berkeley; Quantitative Researcher, Citadel SecuritiesVerifisert e-postadresse på berkeley.edu
Huihan LiuUniversity of Texas, AustinVerifisert e-postadresse på utexas.edu
Seth R SandersProfessor of electrical engineering, uc berkeleyVerifisert e-postadresse på berkeley.edu
Jason PoonAssistant Professor at Cal PolyVerifisert e-postadresse på calpoly.edu
Alice M. AGOGINOProfessor of Mechancial Engineering, University of California at BerkeleyVerifisert e-postadresse på berkeley.edu
Ruoxi JiaAssistant Professor, Virginia TechVerifisert e-postadresse på vt.edu
Shiying HeMicrosoftVerifisert e-postadresse på microsoft.com
Andrew BarkanUniversity of California, BerkeleyVerifisert e-postadresse på berkeley.edu
Hari Prasanna DasPhD Candidate in Electrical Engineering and Computer Sciences, UC BerkeleyVerifisert e-postadresse på berkeley.edu
Alberto Sangiovanni VincentelliProfessor of EECS, University of California, BerkeleyVerifisert e-postadresse på eecs.berkeley.edu
Pierluigi NuzzoEECS Department, University of California, BerkeleyVerifisert e-postadresse på eecs.berkeley.edu
Stefano SchiavonProfessor of Arch. and Civil & Environmental Eng., University of California BerkeleyVerifisert e-postadresse på berkeley.edu
Weixi GuUC Berkeley; China Academy of Industrial InternetVerifisert e-postadresse på berkeley.edu
Dan Li (李丹)PhD, EEE @ NTU; Associate Professor, SSE @ SYSUVerifisert e-postadresse på e.ntu.edu.sg

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Ioannis C. Konstantakopoulos

Senior Software Engineer - Machine Learning (AI) @ Meta - Integrity

Verifisert e-postadresse på fb.com - Startside

Artificial Intelligence Deep Learning Machine Learning Conversational AI / NLP Integrity / Brand Safety


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
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

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