| 2017 | ICCS | Optimization of DBN using Regularization Methods Applied for Recognizing Arabic Handwritten Script. | Mohamed Elleuch, Najiba Tagougui, Monji Kherallah |
| 2016 | DAS | Online Arabic Handwriting Recognition with Dropout Applied in Deep Recurrent Neural Networks. | Rania Maalej, Najiba Tagougui, Monji Kherallah |
| 2016 | ICMV | Recognizing online Arabic handwritten characters using a deep architecture. | Najiba Tagougui, Monji Kherallah |
| 2015 | CAIP | Deep Learning for Feature Extraction of Arabic Handwritten Script. | Mohamed Elleuch, Najiba Tagougui, Monji Kherallah |
| 2015 | ICONIP | Towards Unsupervised Learning for Arabic Handwritten Recognition Using Deep Architectures. | Mohamed Elleuch, Najiba Tagougui, Monji Kherallah |
| 2012 | ICFHR | Off-Line Features Integration for On-Line Handwriting Graphemes Modeling Improvement. | Houcine Boubaker, Aymen Chaabouni, Najiba Tagougui, Monji Kherallah, Adel M. Alimi, Haikal El Abed |
| 2011 | ICDAR | Online Arabic Handwriting Recognition Competition. | Monji Kherallah, Najiba Tagougui, Adel M. Alimi, Haikal El Abed, Volker Mrgner |