| 2025 | AICCSA | Anomaly Detection in Automotive CAN Networks Using a Hybrid Approach. | Abdelkader Berrouachedi, Rakia Jaziri, Gilles Bernard |
| 2025 | AICCSA | Unsupervised Learning for Intelligent Driver Profiling. | Ilyes Zeroual, Rakia Jaziri, Gilles Bernard |
| 2024 | AICCSA | Enhancing Multi-Label Classification Through Deep Extra-Trees and Transformation Techniques. | Abdelkader Berrouachedi, Rakia Jaziri, Gilles Bernard |
| 2023 | AICCSA | Enhancing Anomaly Detection in Videos using a Combined YOLO and a VGG GRU Approach. | Fabien Poirier, Rakia Jaziri, Camille Srour, Gilles Bernard |
| 2022 | AICCSA | Convolutional, Extra-Trees and Multi layer Perceptron. | Abdelkader Berrouachedi, Rakia Jaziri, Gilles Bernard |
| 2021 | IJCCI | Unsupervised Grammatical Pattern Discovery from Arabic Extra Large Corpora. | Adelle Abdallah, Hussein Awdeh, Youssef Zaki, Gilles Bernard, Mohammad Hajjar |
| 2021 | IJCCI | Overview of Arabic Sentence Corpora. | Hussein Awdeh, Adelle Abdallah, Gilles Bernard, Mohammad Hajjar |
| 2021 | ICTAI | Profiling Money Laundering with Neural Networks: a Case Study on Environmental Crime Detection. | Roxane Desrousseaux, Gilles Bernard, Jean-Jacques Mariage |
| 2019 | ICONIP | Deep Extremely Randomized Trees. | Abdelkader Berrouachedi, Rakia Jaziri, Gilles Bernard |
| 2019 | IJCCI | Identify Theft Detection on e-Banking Account Opening. | Roxane Desrousseaux, Gilles Bernard, Jean-Jacques Mariage |
| 2019 | PAKDD | Deep Cascade of Extra Trees. | Abdelkader Berrouachedi, Rakia Jaziri, Gilles Bernard |
| 2018 | AICCSA | A Cleaning Algorithm for Noiseless Opinion Mining Corpus Construction. | Otman Manad, Anna Pappa, Gilles Bernard |
| 2017 | IJCCI | Evaluating Methods for Building Arabic Semantic Resources with Big Corpora. | Georges Lebboss, Gilles Bernard, Noureddine Aliane, Adelle Abdallah, Mohammad Hajjar |
| 2017 | IJCCI | Towards the Enrichment of Arabic WordNet with Big Corpora. | Georges Lebboss, Gilles Bernard, Nourredine Aliane, Mohammad Hajjar |
| 2015 | ICINCO | An Experimentation Line for Underlying Graphemic Properties - Acquiring Knowledge from Text Data with Self Organizing Maps. | Gilles Bernard, Nourredine Aliane, Otman Manad |