| Scalable room occupancy prediction with deep transfer learning using indoor climate sensor D Stjelja, J Jokisalo, R Kosonen Energies 15 (6), 2078, 2022 | 13 | 2022 |
| From electricity and water consumption data to information on office occupancy: a supervised and unsupervised data mining approach D Stjelja, J Jokisalo, R Kosonen Applied Sciences 10 (24), 9089, 2020 | 4 | 2020 |
| Are patterns of use the key to resource efficiency in existing buildings? K Dooley, D Stjelja The REHVA European HVAC Journal 55 (1), 14-21, 2017 | 3 | 2017 |
| Urban Retrofitting: A Progressive Framework to Model the Existing Building Stock A Khoja, D Stjelja, T Jämsén, N Essig IOP Conference Series: Earth and Environmental Science 294 (1), 012019, 2019 | 2 | 2019 |
| Mapping digital transformation in building performance assessment and management–commercial activities for the operation phase AV Liţiu, S Verbeke, J Hahn, D Stjelja, K Dooley, N Brelih-Wasowski, ... Revista Romana de Inginerie Civila 10 (3), 342-347, 2019 | 2 | 2019 |
| Open-Source Drift Detection Tools in Action: Insights from Two Use Cases R Müller, M Abdelaal, D Stjelja International Conference on Big Data Analytics and Knowledge Discovery, 346-352, 2024 | | 2024 |
| Building consumption anomaly detection: A comparative study of two probabilistic approaches D Stjelja, V Kuzmanovski, R Kosonen, J Jokisalo Energy and Buildings 313, 114249, 2024 | | 2024 |
| Beyond explaining: XAI-based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction T Clement, HTT Nguyen, N Kemmerzell, M Abdelaal, D Stjelja arXiv preprint arXiv:2402.04982, 2024 | | 2024 |
| Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction T Clement, HTT Nguyen, N Kemmerzell, M Abdelaal, D Stjelja Australasian Joint Conference on Artificial Intelligence, 147-159, 2023 | | 2023 |
| Futureproofing and scaling machine learning for occupancy prediction D Stjelja, J Jokisalo, R Kosonen CLIMA 2022 conference, 2022 | | 2022 |
| From electricity and water consumption data to information on office occupancy D Stjelja, J Jokisalo, R Kosonen Sisäilmastoseminaari, 113-118, 2021 | | 2021 |
| Advanced energy analysis method for optimal building retrofit design D Stjelja Fakultet strojarstva i brodogradnje, 2016 | | 2016 |
| Napredna metoda energijske analize za optimalno rješenje pri obnovi zgrada D Stjelja University of Zagreb. Faculty of Mechanical Engineering and Naval Architecture, 2016 | | 2016 |
| Mjerenje toplinske provodnosti kapljevina D Stjelja Sveučilište u Zagrebu, Fakultet strojarstva i brodogradnje, 2014 | | 2014 |
| BACHELOR'S THESIS D Stjelja | | |
