Linked Data for a Digital Earth: Spatial Forecasting with Next Generation Geographical Data. - Marvin Mc Cutchan (COSIT (Workshops/Posters), 2017)

Geospatial Semantics for Spatial Prediction (Short Paper). - Marvin Mc Cutchan; Ioannis Giannopoulos (GIScience, 2018)

Unfolding Urban Structures: Towards Route Prediction and Automated City Modeling (Short Paper). - Paolo Fogliaroni; Marvin Mc Cutchan; Gerhard Navratil; Ioannis Giannopoulos (GIScience, 2018)

Semantic-based urban growth prediction. - Marvin Mc Cutchan; Simge Özdal-Oktay; Ioannis Giannopoulos (Trans. GIS, 2020)

Towards Geographical Aware Neural Networks for Geospatial Vector Data: A Case Study on Land Use and Land Cover Classification. - Marvin Mc Cutchan; Ioannis Giannopoulos (CIKM Workshops, 2021)

Semantic Boosting: Enhancing Deep Learning Based LULC Classification. - Marvin Mc Cutchan; Alexis J. Comber; Ioannis Giannopoulos; Manuela Canestrini (Remote. Sens., 2021)

Encoding Geospatial Vector Data for Deep Learning: LULC as a Use Case. - Marvin Mc Cutchan; Ioannis Giannopoulos (Remote. Sens., 2022)