Filip Sabo

14 papers A 1C 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
From Rows to Yields: How Foundation Models for Tabular Data Simplify Crop Yield Prediction.
CoRR
Filip Sabo, Michele Meroni, Maria Piles, Martin Claverie, Fanie Ferreira, Elna Van Den Berg, Francesco Collivignarelli, Felix Rembold
2025 J jnl
Lagrange Oscillatory Neural Networks for Constraint Satisfaction and Optimization.
CoRR
Corentin Delacour, Bram Haverkort, Filip Sabo, Nadine Azémard, Aida Todri-Sanial
2025 J jnl
Lagrange oscillatory neural networks for constraint satisfaction and optimization.
Neuromorph. Comput. Eng.
Corentin Delacour, Bram Haverkort, Filip Sabo, Nadine Azémard, Aida Todri-Sanial
2025 J jnl
Thermodynamics-Inspired Computing with Oscillatory Neural Networks for Inverse Matrix Computation.
CoRR
George Tsormpatzoglou, Filip Sabo, Aida Todri-Sanial
2024 J jnl
Ai4Fapar: How artificial intelligence can help to forecast the seasonal earth observation signal.
CoRR
Filip Sabo, Martin Claverie, Michele Meroni, Arthur Hrast-Essenfelder
2024 A conf
ClassONN: Classification with Oscillatory Neural Networks Using the Kuramoto Model.
DATE
Filip Sabo, Aida Todri-Sanial
2021 J jnl
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery.
Neural Comput. Appl.
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
2021 C conf
Detection of Changes in Built-Up Areas with a Fully Convolutional Network in the Context of the European Settlement Map.
IGARSS
Christina Corbane, Filip Sabo, Panagiotis Politis, Vasileios Syrris
2020 J jnl
Application of the Symbolic Machine Learning to Copernicus VHR Imagery: The European Settlement Map.
IEEE Geosci. Remote. Sens. Lett.
Christina Corbane, Filip Sabo, Vassilis Syrris, Thomas Kemper, Panagiotis Politis, Martino Pesaresi, Pierre Soille, Kenji Ose
2020 J jnl
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery.
CoRR
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
2020 J jnl
Leveraging ALOS-2 PALSAR-2 for Mapping Built-Up Areas and Assessing Their Vertical Component.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Christina Corbane, Soushi Kato, Koki Iwao, Filip Sabo, Panagiotis Politis, Martino Pesaresi, Thomas Kemper
2020 J jnl
The Generalised Settlement Area: mapping the Earth surface in the vicinity of built-up areas.
Int. J. Digit. Earth
Aneta J. Florczyk, Michele Melchiorri, Julian Zeidler, Christina Corbane, Marcello Schiavina, Sérgio Freire, Filip Sabo, Panagiotis Politis, Thomas Esch, Martino Pesaresi
2019 — conf
Update and improvement of the European Settlement map.
JURSE
Filip Sabo, Christina Corbane, Panagiotis Politis, Martino Pesaresi, Thomas Kemper
2018 J jnl
Comparison of built-up area maps produced within the global human settlement framework.
Trans. GIS
Filip Sabo, Christina Corbane, Aneta J. Florczyk, Stefano Ferri, Martino Pesaresi, Thomas Kemper