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Author

Gilles Bernard

Observed name: Bernard, Gilles
Institution: Université Paris 8
ORCID: 0000-0002-4587-4209
Observed ORCID: 0000-0002-4587-4209
OpenAlex ID: A5049573335
Deep Extremely Randomized Trees
2019 · Abdelkader Berrouachedi, Rakia Jaziri, et al. · Lecture notes in computer science · 29
Profiling Money Laundering with Neural Networks: a Case Study on Environmental Crime Detection
2021 · Roxane Desrousseaux, Gilles Bernard, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 16
Deep Cascade of Extra Trees
2019 · Abdelkader Berrouachedi, Rakia Jaziri, et al. · Lecture notes in computer science · 14
Predicting Financial Suspicious Activity Reports with Online Learning Methods
2021 · Roxane Desrousseaux, Gilles Bernard, et al. · IEEE International Conference on Big Data (BigData) · 10
Convolutional, Extra-Trees and Multi layer Perceptron
2022 · Abdelkader Berrouachedi, Rakia Jaziri, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 8
A Survey of Syntactic Parsers of Arabic Language
2016 · Youssef Zaki, Haisam Hajjar, et al. · International Conference on Big Data and Advanced Wireless Technologies (BDAW) · 8
Towards the Enrichment of Arabic WordNet with Big Corpora
2017 · Georges Lebboss, Gilles Bernard, et al. · International Joint Conference on Computational Intelligence · 7
Methods for word encoding: A survey
2017 · Gilles Bernard, Georges Lebboss · 5
Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity
2017 · Josué Melka, Gilles Bernard · International Workshop on Semantic Evaluation (SemEval) · 5
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An Experimentation Line for Underlying Graphemic Properties - Acquiring Knowledge from Text Data with Self Organizing Maps
2015 · Gilles Bernard, Nourredine Aliane, et al. · International Conference on Informatics in Control, Automation and Robotics (ICINCO) · 5
A Gold Multipurpose Arabic Corpus (GAC)
2021 · Hussein Awdeh, Adelle Abdallah, et al. · International Conference on Electrical, Computer and Energy Technologies (ICECET) · 4
Identify Theft Detection on e-Banking Account Opening
2019 · Roxane Desrousseaux, Gilles Bernard, et al. · International Joint Conference on Computational Intelligence · 4
Enhancing Anomaly Detection in Videos using a Combined YOLO and a VGG GRU Approach
2023 · Fabien Poirier, Rakia Jaziri, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 3
Overview of Arabic Sentence Corpora
2021 · Hussein Awdeh, Adelle Abdallah, et al. · International Joint Conference on Computational Intelligence · 3
Towards the development of a statistical parser of Arabic language
2017 · Youssef Zaki, Haisam Hajjar, et al. · 2017 Computing Conference · 3
Survey of Arabic word segmentation: Evaluation and Comparative study
2025 · Hussein Awdeh, Omar Saadiyeh, et al. · IEEE International Conference on Emerging Trends in Engineering and Computing (ETECOM) · 2
Enhancing Multi-Label Classification Through Deep Extra-Trees and Transformation Techniques
2024 · Abdelkader Berrouachedi, Rakia Jaziri, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 2
Unsupervised Grammatical Pattern Discovery from Arabic Extra Large Corpora
2021 · Adelle Abdallah, Hussein Awdeh, et al. · International Joint Conference on Computational Intelligence · 2
Evaluating Methods for Building Arabic Semantic Resources with Big Corpora
2019 · Georges Lebboss, Gilles Bernard, et al. · Studies in computational intelligence · 2
A Cleaning Algorithm for Noiseless Opinion Mining Corpus Construction
2018 · Otman Manad, Anna Pappa, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 2
Methodology for Building a Silver Arabic Corpus for Segmentation
2025 · Hussein Awdeh, Mai Khalil, et al. · International Conference on Computer Theory and Applications (ICCTA) · 1
Unsupervised Learning for Intelligent Driver Profiling
2025 · Ilyes Zeroual, Rakia Jaziri, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 1
Anomaly Detection in Automotive CAN Networks Using a Hybrid Approach
2025 · Abdelkader Berrouachedi, Rakia Jaziri, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 1
Driver Behavior Profiling: Clustering Techniques for Enhanced Road Safety and Personalized Mobility
2025 · Abdelkader Berrouachedi, Rakia Jaziri, et al. · IEEE International Conference on Smart Information Systems and Technologies (SIST) · 1
A silver standard Arabic corpus for segmentation and validation
2020 · Hussein Awdeh, Adelle Abdallah, et al. · 1
Works count: 34
Citation count: 140
H-index: 7
I10-index: 4
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