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2020 – today
- 2022
[c2]Reuben Borrison, Marc Syndicus
, André Orth, Romana Markovic, Marcel Dix, Antonio Liguori, Matthias Berning, Andreas Wagner, Christoph van Treeck:
Comparing human and algorithmic anomaly detection for HVAC systems applications. BigDataService 2022: 155-160- 2021
- [c1]Bing Dong, Romana Markovic, Salvatore Carlucci:
The 1st ACM international workshop on big data and machine learning for smart buildings and cities. BuildSys@SenSys 2021: 338-340 - 2020
- [b1]Romana Markovic:
Generic occupant behavior modeling for commercial buildings. RWTH Aachen University, Germany, 2020 - [j1]Masab Khalid Annaqeeb, Romana Markovic, Vojislav Novakovic, Elie Azar:
Non-Intrusive Data Monitoring and Analysis of Occupant Energy-Use Behaviors in Shared Office Spaces. IEEE Access 8: 141246-141257 (2020) - [i3]Antonio Liguori, Romana Markovic, Thi Thu Ha Dam, Jérôme Frisch, Christoph van Treeck, Francesco Causone:
Indoor Environment Data Time-Series Reconstruction Using Autoencoder Neural Networks. CoRR abs/2009.08155 (2020)
2010 – 2019
- 2018
- [i2]Romana Markovic, Eva Grintal, Daniel Wölki, Jérôme Frisch, Christoph van Treeck:
Window Opening Model using Deep Learning Methods. CoRR abs/1807.03610 (2018) - [i1]Romana Markovic, Jérôme Frisch, Christoph van Treeck:
Learning short-term past as predictor of human behavior in commercial buildings. CoRR abs/1809.10020 (2018)
Coauthor Index
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