| 2026 | ICAART | A Multimodal DeBERTa-Based Recommender System for Low-Resource and Sparse Data Environments. | Malek Ghanem, Wided Guezguez, Raouia Ayachi |
| 2026 | ICAART | Time-Aware Auto-SCS: An Enhanced Deep Learning Based Approach for POI Recommendation. | Chaima Laroussi, Raouia Ayachi |
| 2025 | IJCNN | A deep Point-Of-Interest recommendation system combining spatial, categorical, and social influence. | Chaima Laroussi, Raouia Ayachi |
| 2023 | ICAART | A New Dynamic Community-Based Recommender System. | Sabrine Ben Abdrabbah, Nahla Ben Amor, Raouia Ayachi |
| 2019 | ECSQARU | A New Generic Framework for Mediated Multilateral Argumentation-Based Negotiation Using Case-Based Reasoning. | Rihab Bouslama, Raouia Ayachi, Nahla Ben Amor |
| 2018 | IPMU | A New Generic Framework for Argumentation-Based Negotiation Using Case-Based Reasoning. | Rihab Bouslama, Raouia Ayachi, Nahla Ben Amor |
| 2013 | ECSQARU | A Comparative Study of Compilation-Based Inference Methods for Min-Based Possibilistic Networks. | Raouia Ayachi, Nahla Ben Amor, Salem Benferhat |
| 2012 | IPMU | Inference Using Compiled Product-Based Possibilistic Networks. | Raouia Ayachi, Nahla Ben Amor, Salem Benferhat |
| 2011 | ECSQARU | Compiling Min-based Possibilistic Causal Networks: A Mutilated-Based Approach. | Raouia Ayachi, Nahla Ben Amor, Salem Benferhat |
| 2011 | ICTAI | An Augmented-Based Approach for Compiling Min-based Possibilistic Causal Networks. | Raouia Ayachi, Nahla Ben Amor, Salem Benferhat |
| 2010 | UAI | Compiling Possibilistic Networks: Alternative Approaches to Possibilistic Inference. | Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, Rolf Haenni |
| 2009 | ECSQARU | Brain Tumor Segmentation Using Support Vector Machines. | Raouia Ayachi, Nahla Ben Amor |