Semantic‐based urban growth prediction M Mc Cutchan, S Özdal‐Oktay, I Giannopoulos Transactions in GIS 24 (6), 1482-1503, 2020 | 10 | 2020 |
Geospatial semantics for spatial prediction M Mc Cutchan, I Giannopoulos 10th International Conference on Geographic Information Science (GIScience 2018), 2018 | 7 | 2018 |
Semantic boosting: Enhancing deep learning based LULC classification M Mc Cutchan, AJ Comber, I Giannopoulos, M Canestrini Remote Sensing 13 (16), 3197, 2021 | 6 | 2021 |
Towards urban environment familiarity prediction L Gokl, M Mc Cutchan, B Mazurkiewicz, P Fogliaroni, I Giannopoulos Advances in Cartography and GIScience of the ICA 2, 5, 2019 | 6 | 2019 |
Encoding geospatial vector data for deep learning: LULC as a use case M Mc Cutchan, I Giannopoulos Remote Sensing 14 (12), 2812, 2022 | 3 | 2022 |
Unfolding Urban Structures: Towards Route Prediction and Automated City Modeling P Fogliaroni, MM Cutchan, G Navratil, I Giannopoulos 10th International Conference on Geographic Information Science (GIScience 2018), 2018 | 2 | 2018 |
Urban Growth Predictions with Deep Learning and Geosemantics M McCutchan, S Özdal-Oktay, I Giannopoulos Proceedings of the VIENNA Young Scientists Symposium (VSS 2019), Wien …, 2019 | 1 | 2019 |
Linked data for a digital earth: spatial forecasting with next generation geographical data M Mc Cutchan Proceedings of Workshops and Posters at the 13th International Conference on …, 2018 | 1 | 2018 |
Towards Geographical Aware Neural Networks for Geospatial Vector Data: A Case Study on Land Use and Land Cover Classification. M Mc Cutchan, I Giannopoulos CIKM Workshops, 2021 | | 2021 |
Semantic Based Geospatial Machine Learning M McCutchan | | 2020 |
Geoinformation Research Directions I Giannopoulos, G Navratil, P Fogliaroni, S Özdal-Oktay, M McCutchan, ... Österreichische Zeitschrift für Vermessung und Geoinformation (VGI) 107 (2 …, 2019 | | 2019 |
Geospatial Semantics for Adaptive Interaction M McCutchan, I Giannopoulos GIScience 2018-Workshop on Core Computations on Spatial Information, 1: 1-1: 4, 2018 | | 2018 |
Mixed Reality for Archeology and Cultural Heritage P Fogliaroni, P Fogliaroni, F D’Antonio, E Clementini, P Fogliaroni, ... 2nd Workshop on Computing Techniques for Spatio-Temporal Data in Archaeology …, 2018 | | 2018 |
Implementation of a graph based geometry simplification M McCutchan | | 2017 |
Multitemporal Sentinel-1A Data for Urban Land Cover Mapping Using Deep Learning: Preliminary Results M McCutchan, Y Ban, X Niu Living Planet Symposium 740, 209, 2016 | | 2016 |