Moritz Lennert

Geographical random forests: a spatial extension of the random forest algorithm to address spatial heterogeneity in remote sensing and population modelling

Stefanos Georganos, Taïs Grippa, Assane Gadiaga et al. · Geocarto International · 2019 · 511 citations · Full text

Computing, Geoinformatics, Remote Sensing +8

Very High Resolution Object-Based Land Use–Land Cover Urban Classification Using Extreme Gradient Boosting

Stefanos Georganos, Taïs Grippa, Sabine Vanhuysse et al. · IEEE Geoscience and Remote Sensing Letters · 2018 · 285 citations · Full text

Computing, Computer Science, Geoinformatics +17

Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application

Stefanos Georganos, Taïs Grippa, Sabine Vanhuysse et al. · GIScience & Remote Sensing · 2017 · 243 citations

Computing, Computer Science, Feature Engineering +16

Mapping Urban Land Use at Street Block Level Using OpenStreetMap, Remote Sensing Data, and Spatial Metrics

Taïs Grippa, Stefanos Georganos, Soukaina Zarougui et al. · ISPRS International Journal of Geo-Information · 2018 · 113 citations · Full text

Computing, Geoinformatics, Urban Planning +17

An analysis of the determinants of air traffic volume for European metropolitan areas

Frédéric Dobruszkes, Moritz Lennert, Gilles Van Hamme · Journal of Transport Geography · 2010 · 109 citations

Public Health, Transportation Planning, Urban Planning +14