| 2025 | AICCSA | Towards Explainable Aspect-Based Sentiment Analysis in Agriculture: A Post-hoc Analysis with SHAP. | Ameni Chamekh, Mariem Mahfoudh, Khouloud Boukadi |
| 2025 | AINA | A BERT-Based Attention Model with BiLSTM for Aspect-Based Sentiment Analysis in Agricultural Datasets. | Ameni Chamekh, Mariem Mahfoudh, Khouloud Boukadi, Walid Hamada |
| 2025 | CAIP | Predicting Sheep Body Condition Scores via Explainable Deep Learning Model. | Nourelhouda Hammouda, Mariem Mahfoudh, Rima Grati, Khouloud Boukadi |
| 2025 | IC3K | Toward Semantic Explainable AI in Livestock: MoonCAB Enrichment for O-XAI to Sheep BCS Prediction. | Nourelhouda Hammouda, Mariem Mahfoudh, Khouloud Boukadi |
| 2024 | KES | MoOnEv: Modular Ontology Evaluation and Validation tool. | Nourelhouda Hammouda, Mariem Mahfoudh, Khouloud Boukadi |
| 2023 | AICCSA | MoonCAB : a Modular Ontology for Computational analysis of Animal Behavior. | Nourelhouda Hammouda, Mariem Mahfoudh, Khouloud Boukadi |
| 2022 | KSEM | Sentiment Analysis Based on Deep Learning in E-Commerce. | Ameni Chamekh, Mariem Mahfoudh, Germain Forestier |
| 2022 | KSEM | Designing a Model of Driving Scenarios for Autonomous Vehicles. | Haythem Chniti, Mariem Mahfoudh |
| 2022 | KSEM | Semantic Annotation of Videos Based on Mask RCNN for a Study of Animal Behavior. | Nourelhouda Hammouda, Mariem Mahfoudh, Mohamed Cherif |
| 2022 | KSEM | Deep Learning-Based Sentiment Analysis for Predicting Financial Movements. | Hadhami Mejbri, Mariem Mahfoudh, Germain Forestier |
| 2021 | ENASE | Transformation of BPMN Model into an OWL2 Ontology. | Mariem Kchaou, Wiem Khlif, Faez Gargouri, Mariem Mahfoudh |
| 2019 | IC3K | Ontology Learning from Clinical Practice Guidelines. | Samia Sbissi, Mariem Mahfoudh, Said Gattoufi |
| 2019 | WorldCIST | Mapping Clinical Practice Guidelines to SWRL Rules. | Samia Sbissi, Mariem Mahfoudh, Said Gattoufi |
| 2016 | KSEM | A Benchmark for Ontologies Merging Assessment. | Mariem Mahfoudh, Germain Forestier, Michel Hassenforder |
| 2014 | MEDI | Algebraic Graph Transformations for Merging Ontologies. | Mariem Mahfoudh, Laurent Thiry, Germain Forestier, Michel Hassenforder |
| 2013 | KSEM | Consistent Ontologies Evolution Using Graph Grammars. | Mariem Mahfoudh, Germain Forestier, Laurent Thiry, Michel Hassenforder |