עקוב אחר
Elena Mocanu
Elena Mocanu
Assistant Professor, University of Twente
כתובת אימייל מאומתת בדומיין utwente.nl
כותרת
צוטט על ידי
צוטט על ידי
שנה
Deep learning for estimating building energy consumption‏
E Mocanu, PH Nguyen, M Gibescu, WL Kling‏
Sustainable Energy, Grids and Networks 6, 91-99, 2016‏
6362016
Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science‏
DC Mocanu, E Mocanu, P Stone, PH Nguyen, M Gibescu, A Liotta‏
Nature communications 9 (1), 1-12, 2017‏
6132017
On-line building energy optimization using deep reinforcement learning‏
E Mocanu, DC Mocanu, PH Nguyen, A Liotta, ME Webber, M Gibescu, ...‏
IEEE transactions on smart grid 10 (4), 3698-3708, 2018‏
5842018
Unsupervised energy prediction in a Smart Grid context using reinforcement cross-building transfer learning‏
E Mocanu, PH Nguyen, WL Kling, M Gibescu‏
Energy and Buildings 116, 646-655, 2016‏
1692016
Deep learning versus traditional machine learning methods for aggregated energy demand prediction‏
NG Paterakis, E Mocanu, M Gibescu, B Stappers, W van Alst‏
2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2017‏
1222017
A topological insight into restricted Boltzmann machines‏
DC Mocanu, E Mocanu, PH Nguyen, M Gibescu, A Liotta‏
Machine Learning 104 (2), 243-270, 2016‏
1112016
Enabling cooperative behavior for building demand response based on extended joint action learning‏
LA Hurtado, E Mocanu, PH Nguyen, M Gibescu, RIG Kamphuis‏
IEEE Transactions on Industrial Informatics 14 (1), 127-136, 2017‏
732017
Big data application in power systems‏
R Arghandeh, Y Zhou‏
Elsevier, 2017‏
652017
Comparison of machine learning methods for estimating energy consumption in buildings‏
E Mocanu, PH Nguyen, M Gibescu, WL Kling‏
2014 international conference on probabilistic methods applied to power …, 2014‏
632014
Big IoT data mining for real-time energy disaggregation in buildings‏
DC Mocanu, E Mocanu, PH Nguyen, M Gibescu, A Liotta‏
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016‏
602016
Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity‏
S Liu, T Chen, Z Atashgahi, X Chen, G Sokar, E Mocanu, M Pechenizkiy, ...‏
International Conference on Learning Representations ICLR 2022, arXiv …, 2022‏
472022
Demand forecasting at low aggregation levels using factored conditional restricted Boltzmann machine‏
E Mocanu, PH Nguyen, M Gibescu, EM Larsen, P Pinson‏
2016 Power Systems Computation Conference (PSCC), 1-7, 2016‏
372016
Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders‏
Z Atashgahi, G Sokar, T van der Lee, E Mocanu, DC Mocanu, R Veldhuis, ...‏
Machine Learning Journal (ECML-PKDD 2022 journal track), 2022‏
342022
Energy disaggregation for real-time building flexibility detection‏
E Mocanu, PH Nguyen, M Gibescu‏
2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5, 2016‏
332016
Dynamic Sparse Training for Deep Reinforcement Learning‏
G Sokar, E Mocanu, DC Mocanu, M Pechenizkiy, P Stone‏
IJCAI-ECAI 2022, 31st International Joint Conference on Artificial …, 2022‏
312022
Deep learning for power system data analysis‏
E Mocanu, HP Nguyen, M Gibescu‏
Book chapter in Big data application in power systems, 2017‏
302017
Forecasting‏
E Mocanu, DC Mocanu, NG Paterakis, M Gibescu‏
Local Electricity Markets, 243-257, 2021‏
27*2021
Sparse Training Theory for Scalable and Efficient Agents‏
DC Mocanu, E Mocanu, T Pinto, S Curci, PH Nguyen, M Gibescu, D Ernst, ...‏
20th International Conference on Autonomous Agents and Multiagent Systems …, 2021‏
252021
Comfort-constrained demand flexibility management for building aggregations using a decentralized approach‏
LA Hurtado, E Mocanu, PH Nguyen, M Gibescu, WL Kling‏
2015 International Conference on Smart Cities and Green ICT Systems …, 2015‏
242015
Medium voltage DC power systems on ships: an offline parameter estimation for tuning the controllers’ linearizing function‏
D Bosich, G Sulligoi, E Mocanu, M Gibescu‏
IEEE Transactions on Energy Conversion 32 (2), 748-758, 2017‏
212017
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מאמרים 1–20