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Serafeim Papadias
Mining highly dynamic graphs
Fabian Jaensch, Giuseppe Caire, Begüm Demir
Radio Map Prediction from Aerial Images and Application to Coverage Optimization
Devis Tuia, Konrad Schindler, Begüm Demir, Xiao Xiang Zhu, Mrinalini Kochupillai, Sašo Džeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu et al.
Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward
Martin Hermann Paul Fuchs, Behnood Rasti, Begüm Demir
HyCoT: Hyperspectral Compression Transformer with an Efficient Training Strategy
Kai Norman Clasen, Leonard Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl
reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis
Léa Enguehard, Stefan Kruse, Birgit Heim, Ingmar Nitze, Nicola Falco, Begum Demir, Ulrike Herzschuh
Unraveling boreal forest composition and drivers across scales in eastern Siberia
Theresa Follath, David Mickisch, Jan Hemmerling, Stefan Erasmi, Marcel Schwieder, Begüm Demir
Multi-Modal Vision Transformers for Crop Mapping from Satellite Image Time Series
Ana Lomashvili, Kristin Rammelkamp, Olivier Gasnault, Protim Bhattacharjee, Elise Clavé, Christoph H. Egerland, Susanne Schroder, Begum Demir, Nina L. Lanza
Optimized Martian Dust Displacement Detection Using Explainable Machine Learning
Genc Hoxha, Gencer Sumbul, Julia Henkel, Lars Möllenbrok, Begüm Demir
Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval
Panagiotis Agrafiotis, Łukasz Janowski, Dimitrios Skarlatos, Begüm Demir