| 2026 | ICAART | Optimizing Vision Transformers for Brain Tumor Diagnosis from MRI Images. | Khaled M. Hassen Wane, Sawsen Guendouz, Nessrine Touahar, Khaled Bensid, Mouhamed Laid Abimouloud, Monji Kherallah |
| 2025 | AIAI | Detection of Video Forgery Based on Depth-Wise Convolution Neural Network. | Mohammed S. Khazaal, Mohamed Elleuch, Anmar Afair, Monji Kherallah, Faiza Charfi |
| 2025 | AIAI | Bi-modal Image-Text Fusion for Sentiment Analysis. | Aicha Nouisser, Nouha Khdiri, Monji Kherallah, Faiza Charfi |
| 2025 | ICAART | Leveraging Machine Learning in American Sign Language Recognition. | Lyth Khaled Al-Shbeilat, Anis Mezghani, Monji Kherallah, Faiza Charfi |
| 2025 | ICAART | Enhanced YOLOv8 Framework for Early Detection of Alzheimer's Disease Using MRI Scans. | Safa Jraba, Mohamed Elleuch, Hela Ltifi, Monji Kherallah |
| 2025 | ICAART | Comparative Analysis of CNNs and Vision Transformer Models for Brain Tumor Detection. | Safa Jraba, Mohamed Elleuch, Hela Ltifi, Monji Kherallah |
| 2025 | ICAART | Towards Interpretable Deep Learning for Early Alzheimer's Diagnosis: An Improved YOLOv8 Framework with Grad-CAM Validation. | Safa Jraba, Mohamed Elleuch, Hela Ltifi, Monji Kherallah |
| 2025 | ICAART | ATFSC: Audio-Text Fusion for Sentiment Classification. | Aicha Nouisser, Nouha Khdiri, Monji Kherallah, Faiza Charfi |
| 2025 | ICAART | A Survey of Advanced Classification and Feature Extraction Techniques Across Various Autism Data Sources. | Sonia Slimen, Anis Mezghani, Monji Kherallah, Faiza Charfi |
| 2025 | ICAART | A Refined Multilingual Scene Text Detector Based on YOLOv7. | Houssem Turki, Mohamed Elleuch, Monji Kherallah |
| 2025 | KES | A Federated Multi-Model DL Framework for Early Alzheimer's Disease Prediction with Preserving and Explainability Features. | Safa Jraba, Mohamed Elleuch, Hela Ltifi, Monji Kherallah |
| 2025 | KES | An Overview of Blockchain-Enabled Federated Learning Architectures for Agricultural Applications. | Fatma Marzougui, Mohamed Elleuch, Monji Kherallah |
| 2024 | CoDIT | Enhanced Brain Tumor Detection Using Integrated CNN-ViT Framework: A Novel Approach for High-Precision Medical Imaging Analysis. | Safa Jraba, Mohamed Elleuch, Hela Ltifi, Monji Kherallah |
| 2024 | ICAART | A Novel Image Steganography Method Based on Spatial Domain with War Strategy Optimization and Reed Solomon Model. | Hassan Jameel Azooz, Khawla Ben Salah, Monji Kherallah, Mohamed Saber Naceur |
| 2024 | ICAART | Improvement of Satellite Image Classification Using Attention-Based Vision Transformer. | Nawel Slimani, Imen Jdey, Monji Kherallah |
| 2023 | ACIVS | Multimodal Emotion Recognition System Through Three Different Channels (MER-3C). | Nouha Khdiri, Mohamed Ben Ammar, Monji Kherallah |
| 2023 | CoDIT | Performance Comparison of Machine Learning Methods Based on CNN for Satellite Imagery Classification. | Nawel Slimani, Imen Jdey, Monji Kherallah |
| 2023 | CW | Improved approach for Semantic Segmentation of MBRSC aerial Imagery based on Transfer Learning and modified UNet. | Khawla Ben Salah, Mohamed Othmani, Selma Saida, Monji Kherallah |
| 2023 | HIS | Literature Survey of Emerging Technologies IoT and Blockchain in Digital Agriculture. | Fatma Marzougui, Mohamed Elleuch, Monji Kherallah |
| 2023 | HIS | Skin Cancer Detection and Classification Using CNN and SVM. | Sonia Slimen, Anis Mezghani, Monji Kherallah |
| 2023 | INISTA | Novel Approach For Scene Semantic Segmentation Using The Recurrent-Based UNET. | Ahmed Khlifi, Mohamed Othmani, Monji Kherallah |
| 2023 | INISTA | Arabic-Latin Scene Text Detection based on YOLO Models. | Houssem Turki, Mohamed Elleuch, Monji Kherallah, Alima Damak |
| 2023 | MEDI | Multi-lingual Scene Text Detection Containing the Arabic Scripts Using an Optimal then Enhanced YOLO Model. | Houssem Turki, Mohamed Elleuch, Monji Kherallah |
| 2023 | PSIVT | A Novel Steganography Scheme Using Logistic Map, BRISK Descriptor, and K-Means Clustering. | Hassan Jameel Azooz, Khawla Ben Salah, Monji Kherallah, Mohamed Saber Naceur |
| 2023 | PSIVT | Using an Optimal then Enhanced YOLO Model for Multi-Lingual Scene Text Detection Containing the Arabic Scripts. | Houssem Turki, Mohamed Elleuch, Monji Kherallah |
| 2022 | HIS | MobileNet-Based Model for Histopathological Breast Cancer Image Classification. | Imen Mohamed Ben Ahmed, Rania Maalej, Monji Kherallah |
| 2022 | ICCCI | A New Deep Learning Fusion Approach for Emotion Recognition Based on Face and Text. | Nouha Khdiri, Mohamed Ben Ammar, Monji Kherallah |
| 2022 | ICCCI | Long Short-Term Memory Based Photoplethysmography Biometric Authentication. | Khawla Ben Salah, Mohamed Othmani, Monji Kherallah |
| 2022 | ISDA | DL vs. Traditional ML Algorithms to Recognize Arabic Handwriting Script: A Review. | Anis Mezghani, Mohamed Elleuch, Monji Kherallah |
| 2020 | HIS | Evaluation of Data Augmentation for Detection Plant Disease. | Fatma Marzougui, Mohamed Elleuch, Monji Kherallah |
| 2020 | ICONIP | Towards Online Handwriting Recognition System Based on Reinforcement Learning Theory. | Ramzi Zouari, Houcine Boubaker, Monji Kherallah |
| 2020 | ISDA | Arabic Handwritten Recognition System Using Deep Convolutional Neural Networks. | Safa Jraba, Mohamed Elleuch, Monji Kherallah |
| 2020 | ISDA | Open Vocabulary Recognition of Offline Arabic Handwriting Text Based on Deep Learning. | Zouhaira Noubigh, Anis Mezghani, Monji Kherallah |
| 2019 | HIS | Convolutional Deep Learning Network for Handwritten Arabic Script Recognition. | Mohamed Elleuch, Monji Kherallah |
| 2019 | HIS | Clothing Classification Using Deep CNN Architecture Based on Transfer Learning. | Mohamed Elleuch, Anis Mezghani, Mariem Khemakhem, Monji Kherallah |
| 2019 | HIS | Contribution on Arabic Handwriting Recognition Using Deep Neural Network. | Zouhaira Noubigh, Anis Mezghani, Monji Kherallah |
| 2019 | ICONIP | Maxout into MDLSTM for Offline Arabic Handwriting Recognition. | Rania Maalej, Monji Kherallah |
| 2019 | ISDA | ReLU to Enhance MDLSTM for Offline Arabic Handwriting Recognition. | Rania Maalej, Monji Kherallah |
| 2018 | IJCNN | Enhancement of Deep Architecture using Dropout/ DropConnect Techniques Applied for AHR System. | Mohamed Elleuch, Adel M. Alimi, Monji Kherallah |
| 2018 | ISDA | Efficient Personal Identification Intra-modal System by Fusing Left and Right Palms. | Raouia Mokni, Monji Kherallah |
| 2017 | AICCSA | Fusing Multi-techniques Based on LDA-CCA and Their Application in Palmprint Identification System. | Raouia Mokni, Hassen Drira, Monji Kherallah |
| 2017 | ICANN | Two Staged Fuzzy SVM Algorithm and Beta-Elliptic Model for Online Arabic Handwriting Recognition. | Ramzi Zouari, Houcine Boubaker, Monji Kherallah |
| 2017 | ICCS | Optimization of DBN using Regularization Methods Applied for Recognizing Arabic Handwritten Script. | Mohamed Elleuch, Najiba Tagougui, Monji Kherallah |
| 2017 | ISDA | Hand Gesture Recognition System Based on Local Binary Pattern Approach for Mobile Devices. | Houssem Lahiani, Monji Kherallah, Mahmoud Neji |
| 2017 | ISDA | Hand Pose Estimation System Based on a Cascade Approach for Mobile Devices. | Houssem Lahiani, Monji Kherallah, Mahmoud Neji |
| 2017 | PSIVT | Multiset Canonical Correlation Analysis: Texture Feature Level Fusion of Multiple Descriptors for Intra-modal Palmprint Biometric Recognition. | Raouia Mokni, Anis Mezghani, Hassen Drira, Monji Kherallah |
| 2016 | AICCSA | Hand pose estimation system based on Viola-Jones algorithm for Android devices. | Houssem Lahiani, Monji Kherallah, Mahmoud Neji |
| 2016 | DAS | Online Arabic Handwriting Recognition with Dropout Applied in Deep Recurrent Neural Networks. | Rania Maalej, Najiba Tagougui, Monji Kherallah |
| 2016 | HIS | Vision Based Hand Gesture Recognition for Mobile Devices: A Review. | Houssem Lahiani, Monji Kherallah, Mahmoud Neji |
| 2016 | HIS | Hybrid TDNN-SVM Algorithm for Online Arabic Handwriting Recognition. | Ramzi Zouari, Houcine Boubaker, Monji Kherallah |
| 2016 | ICANN | Feature Extractor Based Deep Method to Enhance Online Arabic Handwritten Recognition System. | Mohamed Elleuch, Ramzi Zouari, Monji Kherallah |
| 2016 | ICANN | Improving MDLSTM for Offline Arabic Handwriting Recognition Using Dropout at Different Positions. | Rania Maalej, Monji Kherallah |
| 2016 | ICANN | Palmprint Biometric System Modeling by DBC and DLA Methods and Classifying by KNN and SVM Classifiers. | Raouia Mokni, Monji Kherallah |
| 2016 | ICCS | A New Design Based-SVM of the CNN Classifier Architecture with Dropout for Offline Arabic Handwritten Recognition. | Mohamed Elleuch, Rania Maalej, Monji Kherallah |
| 2016 | ICMV | Recognizing online Arabic handwritten characters using a deep architecture. | Najiba Tagougui, Monji Kherallah |
| 2016 | IJCNN | Offline Arabic Handwritten recognition system with dropout applied in Deep networks based-SVMs. | Mohamed Elleuch, Raouia Mokni, Monji Kherallah |
| 2016 | IJCNN | Biometric Palmprint identification via efficient texture features fusion. | Raouia Mokni, Mohamed Elleuch, Monji Kherallah |
| 2016 | ISDA | A Time Delay Neural Network for Online Arabic Handwriting Recognition. | Ramzi Zouari, Houcine Boubaker, Monji Kherallah |
| 2016 | SMC | Novel palmprint biometric system combining several fractal methods for texture information extraction. | Raouia Mokni, 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 |
| 2015 | ISDA | Recognizing Arabic Handwritten Script using Support Vector Machine classifier. | Mohamed Elleuch, Houssem Lahiani, Monji Kherallah |
| 2015 | ISDA | Real time hand gesture recognition system for android devices. | Houssem Lahiani, Mohamed Elleuch, Monji Kherallah |
| 2015 | ISDA | Pre-processing and extraction of the ROIs steps for palmprints recognition system. | Raouia Mokni, Ramzi Zouari, 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 | Multi-fractal Modeling for On-line Text-Independent Writer Identification. | Aymen Chaabouni, Houcine Boubaker, Monji Kherallah, Adel M. Alimi, Haikal El Abed |
| 2011 | ICDAR | Combining of Off-line and On-line Feature Extraction Approaches for Writer Identification. | Aymen Chaabouni, Houcine Boubaker, Monji Kherallah, Adel M. Alimi, Haikal El Abed |
| 2011 | ICDAR | Improvement of On-line Recognition Systems Using a RBF-Neural Network Based Writer Adaptation Module. | Lobna Haddad, Tarek M. Hamdani, Monji Kherallah, Adel M. Alimi |
| 2011 | ICDAR | Online Arabic Handwriting Recognition Competition. | Monji Kherallah, Najiba Tagougui, Adel M. Alimi, Haikal El Abed, Volker Mrgner |
| 2011 | SMC | Textile plant modeling using Recurrent Neural Networks. | Lotfi Hamrouni, Monji Kherallah, Adel M. Alimi |
| 2010 | ICFHR | Fuzzy Segmentation and Graphemes Modeling for Online Arabic Handwriting Recognition. | Houcine Boubaker, Aymen Chaabouni, Monji Kherallah, Adel M. Alimi, Haikal El Abed |
| 2010 | ICPR | Online Arabic Handwriting Modeling System Based on the Graphemes Segmentation. | Houcine Boubaker, Abdelkarim Elbaati, Monji Kherallah, Adel M. Alimi, Haikal El Abed |
| 2010 | ICPR | Fractal and Multi-fractal for Arabic Offline Writer Identification. | Aymen Chaabouni, Houcine Boubaker, Monji Kherallah, Adel M. Alimi, Haikal El Abed |
| 2009 | ICDAR | ICDAR 2009 Online Arabic Handwriting Recognition Competition. | Haikal El Abed, Volker Mrgner, Monji Kherallah, Adel M. Alimi |
| 2009 | ICDAR | New Algorithm of Straight or Curved Baseline Detection for Short Arabic Handwritten Writing. | Houcine Boubaker, Monji Kherallah, Adel M. Alimi |
| 2009 | ICDAR | Arabic Handwriting Recognition Using Restored Stroke Chronology. | Abdelkarim Elbaati, Houcine Boubaker, Monji Kherallah, Abdel Ennaji, Haikal El Abed, Adel M. Alimi |
| 2009 | ICDAR | Temporal Order Recovery of the Scanned Handwriting. | Abdelkarim Elbaati, Monji Kherallah, Abdellatif Ennaji, Adel M. Alimi |
| 2009 | ICDAR | Combining Multiple HMMs Using On-line and Off-line Features for Off-line Arabic Handwriting Recognition. | Mahdi Hamdani, Haikal El Abed, Monji Kherallah, Adel M. Alimi |
| 2009 | ICDAR | Off-line handwriting recognition system based on GA and visual encoding. | Monji Kherallah, Haikal El Abed, Fatma Bouri, Abdelkarim El Baati, Adel M. Alimi |
| 2008 | ICPR | Toward an interactive device for quick news story browsing. | Monji Kherallah, Hichem Karray, Mehdi Ellouze, Adel M. Alimi |
| 2007 | ICDAR | New Strategy for the On-Line Handwriting Modelling. | Houcine Boubaker, Monji Kherallah, Adel M. Alimi |