Mohanad Albughdadi

According to our database, Mohanad Albughdadi authored at least 20 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, 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

Future Gener. Comput. Syst., 2024

Exploring Sam Transfer Learning in Optical Remote Sensing.

Mohanad Albughdadi, Vasileios Baousis, Tolga Kaprol, Armagan Karatosun, Claudio Pisa

Proceedings of the IGARSS 2024, 2024

2023

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, 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

Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023

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., July, 2022

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

Proceedings of the 30th European Signal Processing Conference, 2022

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

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

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

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

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

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

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

Proceedings of the Environmental Software Systems. Data Science in Action, 2020

2019

Variance-based differential evolution algorithm with an optional crossover for data clustering.

Mohammed Alswaitti, Mohanad Albughdadi, Nor Ashidi Mat Isa

Appl. Soft Comput., 2019

2018

Density-based particle swarm optimization algorithm for data clustering.

Mohammed Azmi Al-Betar, Mohanad Albughdadi, Nor Ashidi Mat Isa

Expert Syst. Appl., 2018

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

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

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

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

PhD thesis, 2016

Adaptive Mean Shift Based Hemodynamic Brain Parcellation in fMRI.

Mohanad Albughdadi, Lotfi Chaâri, Jean-Yves Tourneret

Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

Multi-subject joint parcellation detection estimation in functional MRI.

Mohanad Albughdadi, Lotfi Chaâri, Florence Forbes, Jean-Yves Tourneret, Philippe Ciuciu

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2014

Model selection for hemodynamic brain parcellation in FMRI.

Mohanad Albughdadi, Lotfi Chaâri, Florence Forbes, Jean-Yves Tourneret, Philippe Ciuciu

Proceedings of the 22nd European Signal Processing Conference, 2014