A Forest of Forests: A Spatially Weighted and Computationally Efficient Formulation of Geographical Random Forests by Stefanos Georganos, Stamatis Kalogirou

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Ecological Associations between Obesity Prevalence and Neighborhood Determinants Using Spatial Machine Learning in Chicago, Illinois, USA by Aynaz Lotfata, Stefanos Georganos, Stamatis Kalogirou, Marco Helbich

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A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments by Stefanos Georganos, Sebastian Hafner, Monika Kuffer, Catherine Linard, Yifang Ban

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Fully Convolutional Networks and Geographic Object-Based Image Analysis for the Classification of VHR Imagery by Nicholus Mboga, Stefanos Georganos, Tais Grippa, Moritz Lennert, Sabine Vanhuysse, Eléonore Wolff

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Scale Matters: Spatially Partitioned Unsupervised Segmentation Parameter Optimization for Large and Heterogeneous Satellite Images by Stefanos Georganos, Tais Grippa, Moritz Lennert, Sabine Vanhuysse, Brian Alan Johnson, Eléonore Wolff

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Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application by Stefanos Georganos, Tais Grippa, Sabine Vanhuysse, Moritz Lennert, Michal Shimoni, Stamatis Kalogirou, Eleonore Wolff

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Is It All the Same? Mapping and Characterizing Deprived Urban Areas Using WorldView-3 Superspectral Imagery. A Case Study in Nairobi, Kenya by Stefanos Georganos, Angela Abascal, Monika Kuffer, Jiong Wang, Maxwell Owusu, Eléonore Wolff, Sabine Vanhuysse

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Spatial Information Gaps on Deprived Urban Areas (Slums) in Low-and-Middle-Income-Countries: A User-Centered Approach by Monika Kuffer, Jon Wang, Dana R. Thomson, Stefanos Georganos, Angela Abascal, Maxwell Owusu, Sabine Vanhuysse

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Improving Urban Population Distribution Models with Very-High Resolution Satellite Information by Taïs Grippa, Catherine Linard, Moritz Lennert, Stefanos Georganos, Nicholus Mboga, Sabine Vanhuysse, Assane Gadiaga, Eléonore Wolff

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Fine-scale mapping of urban malaria exposure under data scarcity: an approach centred on vector ecology by Sabine Vanhuysse, Seynabou Mocote Diédhiou, Taïs Grippa, Stefanos Georganos, Lassana Konaté, El Hadji Amadou Niang, Eléonore Wolff

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Can we use local climate zones for predicting malaria prevalence across sub-Saharan African cities? by Brousse, O, Georganos, S, Demuzere, M, Dujardin, S, Lennert, M, Linard, C, Snow, RW, Thiery, W, van Lipzig, NPM

Spatial Optimization Methods for Malaria Risk Mapping in Sub‐Saharan African Cities Using Demographic and Health Surveys by Camille Morlighem, Celia Chaiban, Stefanos Georganos, Oscar Brousse, Nicole P. M. vanLipzig, Eléonore Wolff, Sébastien Dujardin, Catherine Linard

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Mapping Urban Land Use at Street Block Level Using OpenStreetMap, Remote Sensing Data, and Spatial Metrics by Taïs Grippa, Stefanos Georganos, Soukaina Zarougui, Pauline Bognounou, Eric Diboulo, Yann Forget, Moritz Lennert, Sabine Vanhuysse, Nicholus Mboga, Eléonore Wolff

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Can we use local climate zones for predicting malaria prevalence across sub-Saharan African cities? by O Brousse, S Georganos, M Demuzere, S Dujardin, M Lennert, C Linard, R W Snow, W Thiery, N P M van Lipzig

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AI perceives like a local: predicting citizen deprivation perception using satellite imagery by Angela Abascal, Sabine Vanhuysse, Taïs Grippa, Ignacio Rodriguez-Carreño, Stefanos Georganos, Jiong Wang, Monika Kuffer, Pablo Martinez-Diez, Mar Santamaria-Varas, Eleonore Wolff

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The Multi-Satellite Environmental and Socioeconomic Predictors of Vector-Borne Diseases in African Cities: Malaria as an Example by Camille Morlighem, Celia Chaiban, Stefanos Georganos, Oscar Brousse, Jonas Van de Walle, Nicole P. M. van Lipzig, Eléonore Wolff, Sébastien Dujardin, Catherine Linard

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Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa by Nicholus Mboga, Stefano D’Aronco, Tais Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Eléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner

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Modelling and mapping the intra-urban spatial distribution of Plasmodium falciparum parasite rate using very-high-resolution satellite derived indicators by Georganos, S, Brousse, O, Dujardin, S, Linard, C, Casey, D, Milliones, M, Parmentier, B, van Lipzig, NPM, Demuzere, M, Grippa, T, Vanhuysse, S, Mboga, N, Andreo, V, Snow, RW, Lennert, M

Modelling and mapping the intra-urban spatial distribution of Plasmodium falciparum parasite rate using very-high-resolution satellite derived indicators by Stefanos Georganos, Oscar Brousse, Sébastien Dujardin, Catherine Linard, Daniel Casey, Marco Milliones, Benoit Parmentier, Nicole P. M. van Lipzig, Matthias Demuzere, Tais Grippa, Sabine Vanhuysse, Nicholus Mboga, Verónica Andreo, Robert W. Snow, Moritz Lennert

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