Model selection for hemodynamic brain parcellation in FMRI. - Mohanad Albughdadi; Lotfi Chaâri; Florence Forbes; Jean-Yves Tourneret; Philippe Ciuciu (EUSIPCO, 2014)

Multi-subject joint parcellation detection estimation in functional MRI. - Mohanad Albughdadi; Lotfi Chaâri; Florence Forbes; Jean-Yves Tourneret; Philippe Ciuciu (ISBI, 2016)

Adaptive Mean Shift Based Hemodynamic Brain Parcellation in fMRI. - Mohanad Albughdadi; Lotfi Chaâri; Jean-Yves Tourneret (MIAR, 2016)

Bayesian joint detection-estimation in functional MRI with automatic parcellation and functional constraints. (Détection-estimation conjointe pour l'IRM fonctionnelle avec des approches bayésiennes et bayésiennes variationnelles). - Mohanad Albughdadi (2016)

Missing data reconstruction and anomaly detection in crop development using agronomic indicators derived from multispectral satellite images. - Mohanad Albughdadi; Denis Kouame; Guillaume Rieu; Jean-Yves Tourneret (IGARSS, 2017)

A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation. - Mohanad Albughdadi; Lotfi Chaâri; Jean-Yves Tourneret; Florence Forbes; Philippe Ciuciu (Signal Process., 2017)

Density-based particle swarm optimization algorithm for data clustering. - Mohammed Azmi Al-Betar; Mohanad Albughdadi; Nor Ashidi Mat Isa (Expert Syst. Appl., 2018)

Variance-based differential evolution algorithm with an optional crossover for data clustering. - Mohammed Alswaitti; Mohanad Albughdadi; Nor Ashidi Mat Isa (Appl. Soft Comput., 2019)

Unsupervised Learning of Robust Representations for Change Detection on Sentinel-2 Earth Observation Images. - Michelle Aubrun; Andres Troya-Galvis; Mohanad Albughdadi; Romain Hugues; Marc Spigai (ISESS, 2020)

Unsupervised crop anomaly detection at the parcel-level using optical and SAR images: application to wheat and rapeseed crops. - Florian Mouret; Mohanad Albughdadi; Sylvie Duthoit; Denis Kouamé; Hervé Poilvé; Guillaume Rieu; Jean-Yves Tourneret (CoRR, 2020)

Towards a massive sentinel-2 LAI time-series production using 2-D convolutional networks. - Mohanad Albughdadi; Guillaume Rieu; Sylvie Duthoit; Mohammed Alswaitti (Comput. Electron. Agric., 2021)

Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models - Application to the Detection of Anomalous Crop Development in wheat and rapeseed crops. - Florian Mouret; Mohanad Albughdadi; Sylvie Duthoit; Denis Kouamé; Guillaume Rieu; Jean-Yves Tourneret (CoRR, 2021)

Understanding Vine Hyperspectral Signature through Different Irrigation Plans: A First Step to Monitor Vineyard Water Status. - Eve Laroche-Pinel; Mohanad Albughdadi; Sylvie Duthoit; Véronique Chéret; Jacques Rousseau; Harold Clenet (Remote. Sens., 2021)

Towards Vine Water Status Monitoring on a Large Scale Using Sentinel-2 Images. - Eve Laroche-Pinel; Sylvie Duthoit; Mohanad Albughdadi; Anne D. Costard; Jacques Rousseau; Véronique Chéret; Harold Clenet (Remote. Sens., 2021)

Outlier Detection at the Parcel-Level in Wheat and Rapeseed Crops Using Multispectral and SAR Time Series. - Florian Mouret; Mohanad Albughdadi; Sylvie Duthoit; Denis Kouamé; Guillaume Rieu; Jean-Yves Tourneret (Remote. Sens., 2021)

Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation. - Florian Mouret; Mohanad Albughdadi; Sylvie Duthoit; Denis Kouamé; Jean-Yves Tourneret (EUSIPCO, 2022)

Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models - Application to the detection of anomalous crop development. - Florian Mouret; Mohanad Albughdadi; Sylvie Duthoit; Denis Kouamé; Guillaume Rieu; Jean-Yves Tourneret (Comput. Electron. Agric., 2022)

Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation. - Antonis Troumpoukis; Iraklis A. Klampanos; Despina-Athanasia Pantazi; Eleni Tsalapati; Mohanad Albughdadi; Mihai Alexe; Vasileios Baousis; Omar Barrilero; Bryce Billière; Alexandra Bojor; Pedro Branco 002; Lorenzo Bruzzone; et al. (BigDataService, 2023)

Exploring Sam Transfer Learning in Optical Remote Sensing. - Mohanad Albughdadi; Vasileios Baousis; Tolga Kaprol; Armagan Karatosun; Claudio Pisa (IGARSS, 2024)

European AI and EO convergence via a novel community-driven framework for data-intensive innovation. - Antonis Troumpoukis; Iraklis A. Klampanos; Despina-Athanasia Pantazi; Mohanad Albughdadi; Vasileios Baousis; Omar Barrilero; Alexandra Bojor; Pedro Branco 002; Lorenzo Bruzzone; Andreina Chietera; Philippe Fournand; Richard Hall; et al. (Future Gener. Comput. Syst., 2024)

DeployAI: AI-on-Demand Platform and Marketplace for Industrial Applications within Europe. - Antonis Troumpoukis; Achilleas Marinakis; Christos A. Gizelis; Konstantinos Sofikitis; Spiros Mouzakitis; Theodosios Pountridis; Alexandros Menelaos Tzortzis; Evangelos Karakolis; Sotiris Pelekis; Mohanad Albughdadi; Vasileios Baousis; Uwe Köckemann; et al. (AIAI Workshops (1), 2025)