Mohanad Albughdadi

22 papers C 2Journal 12Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	DeployAI: AI-on-Demand Platform and Marketplace for Industrial Applications within Europe. AIAI Workshops (1) 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, Fotis Papastergiou, Alexandros Tzoumas, Martin Welß
2025	J	`jnl`	Lightweight Metadata-Aware Mixture-of-Experts Masked Autoencoder for Earth Observation. CoRR Mohanad Albughdadi
2024	J	`jnl`	European AI and EO convergence via a novel community-driven framework for data-intensive innovation. Future Gener. Comput. Syst. Antonis Troumpoukis, Iraklis A. Klampanos, Despina-Athanasia Pantazi, Mohanad Albughdadi, Vasileios Baousis, Omar Barrilero, Alexandra Bojor, Pedro Branco, Lorenzo Bruzzone, Andreina Chietera, Philippe Fournand, Richard Hall, Michele Lazzarini, Adrian Luna, Alexandros Nousias, Christos Perentis, George Petrakis, Dharmen Punjani, David Röbl, George Stamoulis, Eleni Tsalapati, Indre Urbanaviciute, Giulio Weikmann, Xenia Ziouvelou, Marcin Ziólkowski, Manolis Koubarakis, Vangelis Karkaletsis
2024	C	`conf`	Exploring Sam Transfer Learning in Optical Remote Sensing. IGARSS Mohanad Albughdadi, Vasileios Baousis, Tolga Kaprol, Armagan Karatosun, Claudio Pisa
2023	—	`conf`	Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation. BigDataService Antonis Troumpoukis, Iraklis A. Klampanos, Despina-Athanasia Pantazi, Eleni Tsalapati, Mohanad Albughdadi, Mihai Alexe, Vasileios Baousis, Omar Barrilero, Bryce Billière, Alexandra Bojor, Pedro Branco, Lorenzo Bruzzone, Andreina Chietera, Philippe Fournand, Richard Hall, David Hassan, Michele Lazzarini, Adrian Luna, Dharmen Punjani, George Stamoulis, Giulio Weikmann, Marcin Ziólkowski, Xenia Ziouvelou, Manolis Koubarakis, Vangelis Karkaletsis
2022	J	`jnl`	Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models - Application to the detection of anomalous crop development. Comput. Electron. Agric. Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
2022	—	`conf`	Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation. EUSIPCO Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Jean-Yves Tourneret
2021	J	`jnl`	Outlier Detection at the Parcel-Level in Wheat and Rapeseed Crops Using Multispectral and SAR Time Series. Remote. Sens. Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
2021	J	`jnl`	Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models - Application to the Detection of Anomalous Crop Development in wheat and rapeseed crops. CoRR Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
2021	J	`jnl`	Towards Vine Water Status Monitoring on a Large Scale Using Sentinel-2 Images. Remote. Sens. Eve Laroche-Pinel, Sylvie Duthoit, Mohanad Albughdadi, Anne D. Costard, Jacques Rousseau, Véronique Chéret, Harold Clenet
2021	J	`jnl`	Towards a massive sentinel-2 LAI time-series production using 2-D convolutional networks. Comput. Electron. Agric. Mohanad Albughdadi, Guillaume Rieu, Sylvie Duthoit, Mohammed Alswaitti
2021	J	`jnl`	Understanding Vine Hyperspectral Signature through Different Irrigation Plans: A First Step to Monitor Vineyard Water Status. Remote. Sens. Eve Laroche-Pinel, Mohanad Albughdadi, Sylvie Duthoit, Véronique Chéret, Jacques Rousseau, Harold Clenet
2020	—	`conf`	Unsupervised Learning of Robust Representations for Change Detection on Sentinel-2 Earth Observation Images. ISESS Michelle Aubrun, Andres Troya-Galvis, Mohanad Albughdadi, Romain Hugues, Marc Spigai
2020	J	`jnl`	Unsupervised crop anomaly detection at the parcel-level using optical and SAR images: application to wheat and rapeseed crops. CoRR Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Hervé Poilvé, Guillaume Rieu, Jean-Yves Tourneret
2019	J	`jnl`	Variance-based differential evolution algorithm with an optional crossover for data clustering. Appl. Soft Comput. Mohammed Alswaitti, Mohanad Albughdadi, Nor Ashidi Mat Isa
2018	J	`jnl`	Density-based particle swarm optimization algorithm for data clustering. Expert Syst. Appl. Mohammed Azmi Al-Betar, Mohanad Albughdadi, Nor Ashidi Mat Isa
2017	J	`jnl`	A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation. Signal Process. Mohanad Albughdadi, Lotfi Chaâri, Jean-Yves Tourneret, Florence Forbes, Philippe Ciuciu
2017	C	`conf`	Missing data reconstruction and anomaly detection in crop development using agronomic indicators derived from multispectral satellite images. IGARSS Mohanad Albughdadi, Denis Kouame, Guillaume Rieu, Jean-Yves Tourneret
2016	—	`conf`	Adaptive Mean Shift Based Hemodynamic Brain Parcellation in fMRI. MIAR Mohanad Albughdadi, Lotfi Chaâri, Jean-Yves Tourneret
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	—	`conf`	Multi-subject joint parcellation detection estimation in functional MRI. ISBI Mohanad Albughdadi, Lotfi Chaâri, Florence Forbes, Jean-Yves Tourneret, Philippe Ciuciu
2014	—	`conf`	Model selection for hemodynamic brain parcellation in FMRI. EUSIPCO Mohanad Albughdadi, Lotfi Chaâri, Florence Forbes, Jean-Yves Tourneret, Philippe Ciuciu