Automatic prediction of building age from photographs M Zeppelzauer, M Despotovic, M Sakeena, D Koch, M Döller Proceedings of the 2018 ACM on International Conference on Multimedia …, 2018 | 62 | 2018 |
Visual estimation of building condition with patch-level ConvNets D Koch, M Despotovic, M Sakeena, M Döller, M Zeppelzauer Proceedings of the 2018 ACM workshop on multimedia for real estate tech, 12-17, 2018 | 32 | 2018 |
Prediction and analysis of heating energy demand for detached houses by computer vision M Despotovic, D Koch, S Leiber, M Doeller, M Sakeena, M Zeppelzauer Energy and Buildings 193, 29-35, 2019 | 28 | 2019 |
Real Estate Image Analysis: A Literature Review D Koch, M Despotovic, Miroslav, Zeppelzauer Journal of Real Estate Literature 27 (2), 269-300, 2020 | 26 | 2020 |
Towards automated real estate assessment from satellite images with CNNs V Muhr, M Despotovic, D Koch, M Döller, M Zeppelzauer Forum Media Technology, 2017 | 11 | 2017 |
predicting heating energy demand by computer vision M Despotovic, M Sakeena, D Koch, M Döller, M Zeppelzauer Computer Science-Research and Development 33 (1-2), 231-232, 2017 | 9 | 2017 |
Where do university graduates live? – A computer vision approach using satellite images D Koch, M Despotovic, S Thaler, M Zeppelzauer Applied Intelligence, 2021 | 8 | 2021 |
Leveraging supplementary modalities in automated real estate valuation using comparative judgments and deep learning M Despotovic, D Koch, E Stumpe, W Brunauer, A., M Zeppelzauer Journal of European Real Estate Research 16 (2), 2023 | 5 | 2023 |
On the Robustness and Generalization Ability of Building Footprint Extraction on the Example of SegNet and Mask R-CNN M Sakeena, E Stumpe, M Despotovic, D Koch, M Zeppelzauer Remote Sensing 15 (8), 2023 | 5 | 2023 |
Linking repeated subjective judgments and ConvNets for multimodal assessment of the immediate living environment M Despotovic, D Koch, S Thaler, E Stumpe, W Brunauer, M Zeppelzauer MethodsX 12, 102556, 2024 | 1 | 2024 |
Automatic extraction of condition-specific visual characteristics from buildings M Despotovic, D Koch, S Leiber ERES, 2019 | 1 | 2019 |
Influence On Time on Internet: Evidence Of Online Housing Advertisements in Austria E Stocker, M Dunska, M Despotovic, D Koch New Challenges of Economic and Business Development-2017: Digital Economy …, 2017 | 1 | 2017 |
A beautiful place: investigating the determinants of perceived scenic beauty in Austrian landscapes with social media data M Despotovic, C Hauser Humanities and Social Sciences Communications, https://doi.org/10.1057 …, 2025 | | 2025 |
Quantifying the economic impact of nature, recreation and heritage: a spatial assessment of land prices in alpine tourism regions M Despotovic, D Koch Spatial Information Research, DOI: 10.1007/s41324-025-00608-1, 2025 | | 2025 |
Scalable multimodal assessment of the micro-neighborhood using orthogonal visual inputs M Despotovic, WA Brunauer Journal of Housing and the Built Environment, 1-28, 2024 | | 2024 |
Predictive Assessment of the Interior Quality of Apartments Based on Multimodal Data with Variable Visual Input M Despotovic, E Stumpe, W Brunauer, M Lehner, M Zeppelzauer SN Computer Science 5 (691), 2024 | | 2024 |
Analyse der Einsatzmöglichkeiten von Recyclingbaustoffen im Land Tirol am Beispiel eines Einfamilienhauses M Despotovic, M Stumpf, C Öztürk, F Egger, D Gadenstätter, D Pock, ... https://doi.org/10.5281/zenodo.14827333, 2024 | | 2024 |
Challenges and Opportunities of Artificial Intelligence and Machine Learning in Circular Economy M Despotovic, M Glatschke 63rd ERSA Congress Regional Science Dialogues for Peace and Sustainable …, 2024 | | 2024 |
Joint multi-task modeling of multiple attributes for the enrichment of real estate data M Despotovic, S Eric, M Zeppelzauer, R Labadie-Tamayo 30th ERES Annual Conference, 2024 | | 2024 |
Beyond satellite imagery: the influence of map representations on socio-economic prediction D Koch, S Thaler, Z Zhang, M Despotovic Remote Sensing Letters 15 (6), 634-644, 2024 | | 2024 |