Catégorisation de patrons syntaxiques par Self Organizing Maps. - Jean-Jacques Mariage; Gilles Bernard (TALN (Articles longs), 2004)

An Experimentation Line for Underlying Graphemic Properties - Acquiring Knowledge from Text Data with Self Organizing Maps. - Gilles Bernard; Nourredine Aliane; Otman Manad (ICINCO (1), 2015)

A Survey of Syntactic Parsers of Arabic Language. - Youssef Zaki; Haisam Hajjar; Mohammad Hajjar; Gilles Bernard (BDAW, 2016)

Un protocole d'expérimentation sur les propriétés graphémiques avec l'algorithme SOM. - Otman Manad; Nourredine Aliane; Gilles Bernard (EGC, 2016)

Evaluating Methods for Building Arabic Semantic Resources with Big Corpora. - Georges Lebboss; Gilles Bernard; Noureddine Aliane; Adelle Abdallah; Mohammad Hajjar (IJCCI (Selected Papers), 2017)

Towards the Enrichment of Arabic WordNet with Big Corpora. - Georges Lebboss; Gilles Bernard; Nourredine Aliane; Mohammad Hajjar (IJCCI, 2017)

Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity. - Josué Melka; Gilles Bernard (SemEval@ACL, 2017)

A Cleaning Algorithm for Noiseless Opinion Mining Corpus Construction. - Otman Manad; Anna Pappa 001; Gilles Bernard (AICCSA, 2018)

L'évaluation des représentations vectorielles de mots en utilisant WordNet (Evaluating word representations using WordNet). - Nourredine Aliane; Jean-Jacques Mariage; Gilles Bernard (CORIA-TALN-RJC (TALN 2), 2018)

A Silver Standard Arabic Corpus for Segmentation and Validation. - Hussein Awdeh; Adelle Abdallah; Gilles Bernard; Mohammad Hajjar; Mazen El-Sayed (BDCSIntell, 2019)

Deep Extremely Randomized Trees. - Abdelkader Berrouachedi; Rakia Jaziri; Gilles Bernard (ICONIP (1), 2019)

Identify Theft Detection on e-Banking Account Opening. - Roxane Desrousseaux; Gilles Bernard; Jean-Jacques Mariage (IJCCI, 2019)

Deep Cascade of Extra Trees. - Abdelkader Berrouachedi; Rakia Jaziri; Gilles Bernard (PAKDD (Workshops), 2019)

Deep Extra-Trees, une forêt aléatoire profonde. - Abdelkader Berrouachedi; Rakia Jaziri; Gilles Bernard (EGC, 2020)

Predicting Financial Suspicious Activity Reports with Online Learning Methods*. - Roxane Desrousseaux; Gilles Bernard; Jean-Jacques Mariage (IEEE BigData, 2021)

Profiling Money Laundering with Neural Networks: a Case Study on Environmental Crime Detection. - Roxane Desrousseaux; Gilles Bernard; Jean-Jacques Mariage (ICTAI, 2021)

Unsupervised Grammatical Pattern Discovery from Arabic Extra Large Corpora. - Adelle Abdallah; Hussein Awdeh; Youssef Zaki; Gilles Bernard; Mohammad Hajjar (IJCCI, 2021)

Overview of Arabic Sentence Corpora. - Hussein Awdeh; Adelle Abdallah; Gilles Bernard; Mohammad Hajjar (IJCCI, 2021)

Convolutional, Extra-Trees and Multi layer Perceptron. - Abdelkader Berrouachedi; Rakia Jaziri; Gilles Bernard (AICCSA, 2022)

Détection d'anomalies en temps réel dans le flux vidéo. - Fabien Poirier; Rakia Jaziri; Camille Srour; Gilles Bernard (EGC, 2022)

Enhancing Anomaly Detection in Videos using a Combined YOLO and a VGG GRU Approach. - Fabien Poirier; Rakia Jaziri; Camille Srour; Gilles Bernard (AICCSA, 2023)

Enhancing Multi-Label Classification Through Deep Extra-Trees and Transformation Techniques. - Abdelkader Berrouachedi; Rakia Jaziri; Gilles Bernard (AICCSA, 2024)