Mohanad Albughdadi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 17

Top Topics

Multispectral Satellite Images

Bayesian Information Criterion

Top Venues

Comput. Electron. Agric.

Publications

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
European AI and EO convergence via a novel community-driven framework for data-intensive innovation. Future Gener. Comput. Syst. 160 (2024)
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
Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation. BigDataService (2023)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Jean-Yves Tourneret
Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation. EUSIPCO (2022)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models - Application to the detection of anomalous crop development. Comput. Electron. Agric. 198 (2022)
Eve Laroche-Pinel, Sylvie Duthoit, Mohanad Albughdadi, Anne D. Costard, Jacques Rousseau, Véronique Chéret, Harold Clenet
Towards Vine Water Status Monitoring on a Large Scale Using Sentinel-2 Images. Remote. Sens. 13 (9) (2021)
Mohanad Albughdadi, Guillaume Rieu, Sylvie Duthoit, Mohammed Alswaitti
Towards a massive sentinel-2 LAI time-series production using 2-D convolutional networks. Comput. Electron. Agric. 180 (2021)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
Outlier Detection at the Parcel-Level in Wheat and Rapeseed Crops Using Multispectral and SAR Time Series. Remote. Sens. 13 (5) (2021)
Eve Laroche-Pinel, Mohanad Albughdadi, Sylvie Duthoit, Véronique Chéret, Jacques Rousseau, Harold Clenet
Understanding Vine Hyperspectral Signature through Different Irrigation Plans: A First Step to Monitor Vineyard Water Status. Remote. Sens. 13 (3) (2021)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
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 (2021)
Michelle Aubrun, Andres Troya-Galvis, Mohanad Albughdadi, Romain Hugues, Marc Spigai
Unsupervised Learning of Robust Representations for Change Detection on Sentinel-2 Earth Observation Images. ISESS (2020)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Hervé Poilvé, Guillaume Rieu, Jean-Yves Tourneret
Unsupervised crop anomaly detection at the parcel-level using optical and SAR images: application to wheat and rapeseed crops. CoRR (2020)
Mohammed Alswaitti, Mohanad Albughdadi, Nor Ashidi Mat Isa
Variance-based differential evolution algorithm with an optional crossover for data clustering. Appl. Soft Comput. 80 (2019)
Mohammed Azmi Al-Betar, Mohanad Albughdadi, Nor Ashidi Mat Isa
Density-based particle swarm optimization algorithm for data clustering. Expert Syst. Appl. 91 (2018)
Mohanad Albughdadi, Denis Kouame, Guillaume Rieu, Jean-Yves Tourneret
Missing data reconstruction and anomaly detection in crop development using agronomic indicators derived from multispectral satellite images. IGARSS (2017)
Mohanad Albughdadi, Lotfi Chaâri, Jean-Yves Tourneret, Florence Forbes, Philippe Ciuciu
A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation. Signal Process. 135 (2017)
Mohanad Albughdadi, Lotfi Chaâri, Florence Forbes, Jean-Yves Tourneret, Philippe Ciuciu
Multi-subject joint parcellation detection estimation in functional MRI. ISBI (2016)
Mohanad Albughdadi, Lotfi Chaâri, Jean-Yves Tourneret
Adaptive Mean Shift Based Hemodynamic Brain Parcellation in fMRI. MIAR (2016)
Mohanad Albughdadi, Lotfi Chaâri, Florence Forbes, Jean-Yves Tourneret, Philippe Ciuciu
Model selection for hemodynamic brain parcellation in FMRI. EUSIPCO (2014)