Window Opening Model using Deep Learning Methods. - Romana Markovic; Eva Grintal; Daniel Wölki; Jérôme Frisch; Christoph van Treeck (CoRR, 2018)

Learning short-term past as predictor of human behavior in commercial buildings. - Romana Markovic; Jérôme Frisch; Christoph van Treeck (CoRR, 2018)

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)

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)

Generic occupant behavior modeling for commercial buildings. - Romana Markovic (2020)

The 1st ACM international workshop on big data and machine learning for smart buildings and cities. - Bing Dong; Romana Markovic; Salvatore Carlucci (BuildSys, 2021)

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 (BigDataService, 2022)