Romana Markovic

According to our database, Romana Markovic authored at least 7 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Comparing human and algorithmic anomaly detection for HVAC systems applications.

Reuben Borrison, Marc Syndicus, André Orth, Romana Markovic, Marcel Dix, Antonio Liguori, Matthias Berning, Andreas Wagner, Christoph van Treeck

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

2021

The 1st ACM international workshop on big data and machine learning for smart buildings and cities.

Bing Dong, Romana Markovic, Salvatore Carlucci

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

2020

Generic occupant behavior modeling for commercial buildings.

Romana Markovic

PhD thesis, 2020

Indoor Environment Data Time-Series Reconstruction Using Autoencoder Neural Networks.

Antonio Liguori, Romana Markovic, Thi Thu Ha Dam, Jérôme Frisch, Christoph van Treeck, Francesco Causone

CoRR, 2020

Non-Intrusive Data Monitoring and Analysis of Occupant Energy-Use Behaviors in Shared Office Spaces.

Masab Khalid Annaqeeb, Romana Markovic, Vojislav Novakovic, Elie Azar

IEEE Access, 2020

2018

Learning short-term past as predictor of human behavior in commercial buildings.

Romana Markovic, Jérôme Frisch, Christoph van Treeck

CoRR, 2018

Window Opening Model using Deep Learning Methods.

Romana Markovic, Eva Grintal, Daniel Wölki, Jérôme Frisch, Christoph van Treeck

CoRR, 2018