| 2024 | ISPR | Enhancing Forest Fire Classification with Feature Selection and Machine Learning Based on PRISMA Hyperspectral Data. | Hanifi Meroufel, Faouzi Berrichi, Mohammed Bilel Amri, Mohammed El Amin Larabi |
| 2022 | IGARSS | Multitask Convolutional Neural Network for Crop Quality Vegetation Classification. | Khadidja Bakhti, Mohammed El Amin Larabi, Djamel Mansour, Ally S. Nyamawe |
| 2022 | IGARSS | Unsupervised Multispectral Remote Sensing Change Detection by Maximizing Mutual Information Across Views. | Mohammed El Amin Larabi, Khadidja Bakhti, Mohammed Ilyas Tchenar, Kamel Hasni |
| 2021 | IGARSS | Comparing Deep Recurrent Learning and Convolutional Learning for Multi-Temporal Vegetation Classification. | Khadidja Bakhti, Mohammed El Amin Larabi |
| 2021 | IGARSS | A New Public Alsat-2B Dataset for Single-Image Super-Resolution. | Achraf Djerida, Khelifa Djerriri, Moussa Sofiane Karoui, Mohammed El Amin Larabi |
| 2021 | IGARSS | End-to-End Change Detection in Satellite Remote Sensing Imagery. | Meziane Iftene, Mohammed El Amin Larabi, Moussa Sofiane Karoui |
| 2021 | IGARSS | Cross Residual Fusion for Pansharpening. | Meziane Iftene, Mohammed El Amin Larabi, Mohammed Ilyas Tchenar, Khadidja Bakhti |
| 2021 | IGARSS | Learning Image Downscaling for Pansharpening Using an Improved UNet. | Mohammed El Amin Larabi, Meziane Iftene, Mohammed Ilyas Tchenar, Khadidja Bakhti |
| 2021 | IGARSS | Band Independent Residual Networks for Optical Remote Sensing Images Fusion. | Mohammed El Amin Larabi, Meziane Iftene, Mohammed Ilyas Tchenar, Khadidja Bakhti, Kamel Hasni |
| 2021 | IGARSS | Built-Up Area Extraction Through Deep Learning. | Djamel Mansour, Sid-Ahmed Souiah, Mohammed El Amin Larabi |
| 2019 | IGARSS | Very High Resolution Image Scene Classification with Capsule Network. | Souleyman Chaib, Mohammed El Amin Larabi, Yanfeng Gu, Khadidja Bakhti, Moussa Sofiane Karoui |
| 2019 | IGARSS | Transfer Learning for Changes Detection in Optical Remote Sensing Imagery. | Mohammed El Amin Larabi, Souleyman Chaib, Khadidja Bakhti, Moussa Sofiane Karoui |