| Modeling occupant behavior in buildings S Carlucci, M De Simone, SK Firth, MB Kjærgaard, R Markovic, ... Building and Environment 174, 106768, 2020 | 170 | 2020 |
| Window opening model using deep learning methods R Markovic, E Grintal, D Wölki, J Frisch, C van Treeck Building and Environment 145, 319-329, 2018 | 113 | 2018 |
| Comparison of different classification algorithms for the detection of user's interaction with windows in office buildings R Markovic, S Wolf, J Cao, E Spinnräker, D Wölki, J Frisch, C van Treeck Energy Procedia 122, 337-342, 2017 | 41 | 2017 |
| Indoor environment data time-series reconstruction using autoencoder neural networks A Liguori, R Markovic, TTH Dam, J Frisch, C van Treeck, F Causone Building and Environment, 2021 | 31 | 2021 |
| Learning short-term past as predictor of window opening-related human behavior in commercial buildings R Markovic, J Frisch, C van Treeck Energy and Buildings 185, 1-11, 2019 | 28 | 2019 |
| Day-Ahead Prediction of Plug-In Loads Using a Long Short-Term Memory Neural Network R Markovic, E Azar, MK Annaqeeb, J Frisch, C van Treeck Energy and Buildings, 110667, 2021 | 22 | 2021 |
| A guideline to document occupant behavior models for advanced building controls B Dong, R Markovic, S Carlucci, Y Liu, A Wagner, A Liguori, C van Treeck, ... Building and Environment 219, 109195, 2022 | 19 | 2022 |
| Augmenting energy time-series for data-efficient imputation of missing values A Liguori, R Markovic, M Ferrando, J Frisch, F Causone, C van Treeck Applied Energy 334, 120701, 2023 | 10 | 2023 |
| Non-intrusive data monitoring and analysis of occupant energy-use behaviors in shared office spaces MK Annaqeeb, R Markovic, V Novakovic, E Azar IEEE Access 8, 141246-141257, 2020 | 9 | 2020 |
| Anooshmita Das S Carlucci, M De Simone, SK Firth, MB Kjærgaard, R Markovic, ... Jakub Wladyslaw Dziedzic, Gianmarco Fajilla, Matteo Favero, Martina Ferrando …, 2020 | 7 | 2020 |
| Generic occupant behavior modeling for commercial buildings R Markovic RWTH Aachen, 2020 | 6 | 2020 |
| Right on Time–Exploring Suitable Time Discretization for Occupant Behavior Co-Simulation R Markovic, E Grintal, A Nouri, J Frisch, C van Treeck Building Simulation 2019: 16th Conference of IBPSA, 2019 | 6 | 2019 |
| Software-supported identification of an economically optimized retrofit order by minimizing life-cycle costs using a genetic algorithm including constraints E Spinnräker, D Koschwitz, R Markovic, J Frisch, C van Treeck Energy Procedia 122, 739-744, 2017 | 5 | 2017 |
| Application of Support Vector Machine for Predicting the Performance of Air-Source Domestic Hot Water Heat Pump Systems R Markovic, CC Lorz, J Frisch, CA van Treeck Building Simulation 2017: 15th Conference of IBPSA, 2017 | 5 | 2017 |
| A gap-filling method for room temperature data based on autoencoder neural networks A Liguori, R Markovic, J Frisch, A Wagner IBPSA Building Simulation Conference, 2021 | 4 | 2021 |
| Transaction from Stochastic Modelling to Supervised Learning of Occupant’s Behavior R Markovic, D Wölki, J Frisch, C van Treeck Bauphysiktage Kaiserslautern 2017, 2017 | 4 | 2017 |
| Crossing borders and methods: Comparing individual and social influences on energy saving in the United Arab Emirates and Germany E Azar, M Syndicus, R Markovic, A Alsereidi, A Wagner, J Frisch, ... Energy Research & Social Science 90, 102561, 2022 | 3 | 2022 |
| Comparing human and algorithmic anomaly detection for HVAC systems applications R Borrison, M Syndicus, A Orth, R Markovic, M Dix, A Liguori, M Berning, ... 2022 IEEE Eighth International Conference on Big Data Computing Service and …, 2022 | 1 | 2022 |
| The 1st ACM international workshop on big data and machine learning for smart buildings and cities B Dong, R Markovic, S Carlucci Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021 | 1 | 2021 |
| Nutzerverhaltensmodellierung mittels maschinellem Lernen R Markovic, S Wolf, D Wölki, J Frisch, C van Treeck Proceedings of Bauphysiktage, 2019 | 1 | 2019 |
Antonio LiguoriPhD Student, RWTH Aachen UniversityVerified email at e3d.rwth-aachen.de
