| 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 191, 107623, 2021 | 31 | 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 |
| A gap-filling method for room temperature data based on autoencoder neural networks A Liguori, R Markovic, J Frisch, A Wagner, F Causone, C van Treeck Building Simulation 2021 17, 2427-2434, 2021 | 4 | 2021 |
| 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 |
| Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight A Liguori, M Quintana, C Fu, C Miller, J Frisch, C van Treeck Energy and Buildings 310, 114071, 2024 | | 2024 |
| Prediction of HVAC loads at different spatial resolutions and buildings using deep learning models Antonio Liguori1, Shiying Yang1, Romana Markovic2, Thi Thu Ha Dam1, Jérôme … A Liguori, S Yang, R Markovic, TTH Dam | | |
| 2022 IEEE Eighth International Conference on Big Data Computing Service and Applications (BigDataService)| 978-1-6654-5890-0/22/$31.00© 2022 IEEE| DOI: 10.1109 … D Agarwal, T Aggarwal, S Alahmari, S Ali, N Andor, M Anisetti, N Atrey, ... | | |
