| 2024 | KES | Deep Padding and Alignment Strategies for Irregular Multivariate Clinical Time Series. | Nzamba Bignoumba, Sadok Ben Yahia, Nedra Mellouli |
| 2019 | IC3K | Deep Semantic Feature Detection from Multispectral Satellite Images. | Hanen Balti, Nedra Mellouli, Imen Chebbi, Imed Riadh Farah, Myriam Lamolle |
| 2019 | IC3K | Deep Learning Analysis for Big Remote Sensing Image Classification. | Imen Chebbi, Nedra Mellouli, Myriam Lamolle, Imed Riadh Farah |
| 2018 | ATSIP | A comparison of big remote sensing data processing with Hadoop MapReduce and Spark. | Imen Chebbi, Wadii Boulila, Nedra Mellouli, Myriam Lamolle, Imed Riadh Farah |
| 2017 | IRI | Predicting the Users' Clickstreams Using Time Series Representation, Symbolic Sequences, and Deep Learning: Application on Job Offers Recommendation Tasks. | Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle |
| 2017 | ICTAI | When Deep Neural Networks Meet Job Offers Recommendation. | Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle, Nada Mimouni |
| 2016 | KES | A Knowledge-based Image Retrieval System Integrating Semantic and Visual Features. | Olfa Allani, Hajer Baazaoui Zghal, Nedra Mellouli, Herman Akdag |
| 2014 | IC3K | A Pattern-based System for Image Retrieval. | Olfa Allani, Hajer Baazaoui Zghal, Nedra Mellouli, Herman Akdag, Henda Ben Ghzala |
| 2004 | MICCAI | Texture Image Analysis for Osteoporosis Detection with Morphological Tools. | Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia, Anne Ricordeau, Nedra Mellouli, Christine Chappard, Claude Laurent Benhamou |
| 1999 | EUSFLAT | Linguistic approach for interpolative reasoning. | Nedra Mellouli, Bernadette Bouchon-Meunier |