| 2026 | ICAART | Architecture-Agnostic Curriculum Learning for Document Understanding: Empirical Evidence from Text-Only and Multimodal Paradigms. | Mohammed Hamdan, Vincenzo Dentamaro, Giuseppe Pirlo, Mohamed Cheriet |
| 2026 | WACV | Adaptive Multi-Scale Feature Fusion for Paragraph-Level Handwritten Text Recognition via Spatial Attention. | Baha Edine Harrath, Mohammed Hamdan, Mohamed Cheriet |
| 2025 | ICCV | DIVE-Doc: Downscaling Foundational Image Visual Encoder into Hierarchical Architecture for DocVQA. | Rayane Bencharef, Abderrahmane Rahiche, Mohamed Cheriet |
| 2025 | ICCV | PRISM: Pruning for Rank-adaptive Interpretable Segmentation Model with Application to Historical Document Multiband Images. | Kilian Declercq, Abderrahmane Rahiche, Mohamed Cheriet |
| 2025 | VTC | Deep Active Learning-Based Jamming Detection in Wireless IoT Networks. | Ahmed Hmdan, Fatma Gamal, Mostafa Hussien, Mahmoud Elsaadany, Ghyslain Gagnon, Mohamed Cheriet |
| 2024 | GLOBECOM | Energy Efficient Orchestration for O-RAN. | Tai Manh Ho, Kim-Khoa Nguyen, Jennie Diem Vo, Adel Larabi, Mohamed Cheriet |
| 2024 | ISORC | Integrating Random Forest Prediction for Energy Optimization in Solar-Powered Environmental Monitoring. | Ahmed Bali, Pierre-Emmanuel Hladik, Horace Gandji, Abdelouahed Gherbi, Mohamed Cheriet |
| 2024 | IWCMC | Enhancing Traffic Load Forecasting in 5G Networks: A Statistical and Temporal Feature Engineering Approach. | Ahmed Bali, Mohamed Cheriet, Abdelouahed Gherbi |
| 2024 | IWCMC | Temporal-correlation Modeling for Improved CFO Estimation: The BiModule CFO Estimation (BMCE) Framework. | Mostafa Hussien, Ahmed A. Abdelmoaty, Mahmoud Elsaadany, Mohammed F. A. Ahmed, Ghyslain Gagnon, Mohamed Cheriet |
| 2024 | IWCMC | Dynamic FlexEthernet Defragmentation Under Time-Varying Traffic in Multi-layer Multi-domain Networks. | Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet |
| 2024 | ISPR | BA-GAN: A Boundary-Aware Generative Adversarial Network for Document Restoration. | Amin Ghasemi Nafchi, Mohamed Cheriet |
| 2023 | CoDIT | A Privacy-Preserving Federated Learning for IoT Intrusion Detection System. | Riadh Ben Chaabene, Darine Ameyed, Fehmi Jaafar, Alexis Roger, Esma Ameur, Mohamed Cheriet |
| 2023 | GLOBECOM | Energy Efficiency Learning Closed-Loop Controls in O-RAN 5G Network. | Tai Manh Ho, Kim-Khoa Nguyen, Mohamed Cheriet |
| 2023 | GLOBECOM | eCPRI Supports In 5G O-RAN Fronthaul With FlexEthernet. | Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet |
| 2023 | GLOBECOM | Digital Twin Assisted Closed-Loops for Energy-Efficient Open RAN-Based Fixed Wireless Access Provisioning in Rural Areas. | Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet |
| 2023 | GLOBECOM | UAV-Assisted Offloading Via Satellite Backhaul for Post-Disaster and Crowded Cellular Networks. | Allafi Omran, Mohamed Cheriet, Lokman Sboui |
| 2022 | GLOBECOM | Federated Deep Reinforcement Learning for Task Scheduling in Heterogeneous Autonomous Robotic System. | Tai Manh Ho, Kim-Khoa Nguyen, Mohamed Cheriet |
| 2022 | ICPR | Frank-Wolfe-based Multi-task Learning for Historical Document Restoration. | Mohammed El-Amine Ech-Cherif, Mohamed Cheriet |
| 2022 | WCNC | Game Theoretic Reinforcement Learning Framework For Industrial Internet of Things. | Tai Manh Ho, Kim-Khoa Nguyen, Mohamed Cheriet |
| 2022 | WCNC | PRVNet: A Novel Partially-Regularized Variational Autoencoders for Massive MIMO CSI Feedback. | Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet |
| 2022 | WCNC | Joint Route Selection and Content Caching in O-RAN Architecture. | Thinh Duy Tran, Kim-Khoa Nguyen, Mohamed Cheriet |
| 2022 | WCNC | NSATC: An Interference Aware Framework for Multi-cell NOMA TUAV Airborne Provisioning. | Licheng Zheng, Kim Khoa Nguyen, Mohamed Cheriet |
| 2022 | SAC | OpenFlow rule placement in carrier networks for augmented reality applications. | Rafael George Amado, Kim-Khoa Nguyen, Mohamed Cheriet |
| 2021 | ACSAC | DistAppGaurd: Distributed Application Behaviour Profiling in Cloud-Based Environment. | Mohammad Mahdi Ghorbani, Fereydoun Farrahi Moghaddam, Mengyuan Zhang, Makan Pourzandi, Kim Khoa Nguyen, Mohamed Cheriet |
| 2021 | CNSM | Fault-Tolerant 1-bit Representation for Distributed Inference Tasks in Wireless IoT. | Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet |
| 2021 | GLOBECOM | Energy-aware Control Of UAV-based Wireless Service Provisioning. | Tai Manh Ho, Kim Khoa Nguyen, Mohamed Cheriet |
| 2021 | GLOBECOM | Deep Reinforcement Learning for URLLC in 5G Mission-Critical Cloud Robotic Application. | Tai Manh Ho, Ti Ti Nguyen, Kim-Khoa Nguyen, Mohamed Cheriet |
| 2021 | GLOBECOM | Routing and Packet Scheduling For Virtualized Disaggregate Functions in 5G O-RAN Fronthaul. | Cheng Cheng Zhang, Kim Khoa Nguyen, Mohamed Cheriet |
| 2021 | ICASSP | Kernel Orthogonal Nonnegative Matrix Factorization: Application to Multispectral Document Image Decomposition. | Abderrahmane Rahiche, Mohamed Cheriet |
| 2021 | QRS | Blockchain Based Model for Consent Management and Data Transparency Assurance. | Darine Ameyed, Fehmi Jaafar, Francis Charette Migneault, Mohamed Cheriet |
| 2021 | QRS | Identification of Compromised IoT Devices: Combined Approach Based on Energy Consumption and Network Traffic Analysis. | Fehmi Jaafar, Darine Ameyed, Amine Barrak, Mohamed Cheriet |
| 2020 | CloudCom | Malchain: Virtual Application Behaviour Profiling by Aggregated Microservice Data Exchange Graph. | Mohammad Mahdi Ghorbani, Fereydoun Farrahi Moghaddam, Mengyuan Zhang, Makan Pourzandi, Kim Khoa Nguyen, Mohamed Cheriet |
| 2020 | CVPR | Forgery Detection in Hyperspectral Document Images using Graph Orthogonal Nonnegative Matrix Factorization. | Abderrahmane Rahiche, Mohamed Cheriet |
| 2020 | GLOBECOM | Routing and Packet Scheduling in LoRaWANs-EPC Integration Network. | Cheng Cheng Zhang, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet |
| 2020 | ICCCN | Joint Optimization Of Routing and Flexible Ethernet Assignment In Multi-layer Multi-domain Networks. | Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet |
| 2020 | ICPR | Weakly Supervised Bounding Box Extraction for Unlabeled Data in Table Detection. | Arash Samari, Andrew Piper, Alison Hedley, Mohamed Cheriet |
| 2020 | ICPR | Simultaneous Detection of Regular Patterns in Ancient Manuscripts Using GAN-Based Deep Unsupervised Segmentation. | Milad Omrani Tamrin, Mohamed Cheriet |
| 2020 | ICPR | A Two-Stage Unsupervised Deep Learning Framework for Degradation Removal in Ancient Documents. | Milad Omrani Tamrin, Mohammed El-Amine Ech-Cherif, Mohamed Cheriet |
| 2020 | ISCC | Hierarchical Path Computation With Flexible Ethernet In Multi-layer Multi-domain Networks. | Dahina Koulougli, Kim Khoa Nguyen, Mohamed Cheriet |
| 2020 | ISNCC | A Non-Cooperative transportation game to optimize resource allocation in edge-cloud environment. | Njakarison Menja Randriamasinoro, Kim Khoa Nguyen, Mohamed Cheriet |
| 2020 | IWCMC | Uplink Performance Analysis of UAV Cellular Communications with Power Control. | Xiuhua Fu, Tian Ding, Michel Kadoch, Mohamed Cheriet |
| 2020 | IWCMC | Throughput-oriented Power Allocation Scheme Based on Convex Optimization for Cache-enabled FiWi Access Network in 5G IoT Scenario. | Lin Guan, Hui Yang, Bowen Bao, Ao Yu, Jun Li, Mohamed Cheriet |
| 2020 | IWCMC | Outage Probability of CDF-Based Scheduling for Uplink NOMA with Practical SIC Considerations. | Huabing Lu, Xianzhong Xie, Zhaoyuan Shi, Michel Kadoch, Mohamed Cheriet, Jun Cai |
| 2020 | IWCMC | Optimizing Global Channel Matching for Multi-Hop Uplink NOMA-Assisted Cellular IoT with Cooperative Relay. | Diya Ran, Zhixiang Yang, Lei Feng, Wenjing Li, Qinghai Ou, Mohamed Cheriet |
| 2020 | IWCMC | A Spectrum Resource Sharing Algorithm for IoT Networks based on Reinforcement Learning. | Zhaoyuan Shi, Xianzhong Xie, Michel Kadoch, Mohamed Cheriet |
| 2020 | IWCMC | Deep Reinforcement Learning based Time Synchronization Routing Optimization for C-RoFN in beyond 5G. | Ao Yu, Baoguo Yu, Hui Yang, Qiuyan Yao, Jie Zhang, Mohamed Cheriet |
| 2020 | VTC | Data Driven Network Slicing from Core to RAN for 5G Broadcasting Services. | Ao Yu, Michel Kadoch, Hui Yang, Mohamed Cheriet |
| 2019 | CNSM | Concurrent Traffic Queuing Game in Smart Home. | Maroua Ben Attia, Kim Khoa Nguyen, Mohamed Cheriet |
| 2019 | CNSM | Energy Efficient Scheduling for Networked IoT Device Software Update. | Ngoc Hai Bui, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet |
| 2019 | CNSM | SACO: A Service Chain Aware SDN Controller-Switch Mapping Framework. | Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet |
| 2019 | GLOBECOM | Energy Efficient Software Update Mechanism for Networked IoT Devices. | Ngoc Hai Bui, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet |
| 2019 | ICDAR | Blind Source Separation Based Framework for Multispectral Document Images Binarization. | Abderrahmane Rahiche, Athmane Bakhta, Mohamed Cheriet |
| 2019 | IWCMC | Optimized Flow Assignment in a Multi-Interface IoT Gateway. | Mohamed Ghazi Amor, Kim Khoa Nguyen, Chuan Pham, Mohamed Cheriet |
| 2019 | IWCMC | Dynamic QoS-aware Queuing for Heterogeneous Traffic in Smart Home. | Maroua Ben Attia, Kim Khoa Nguyen, Mohamed Cheriet |
| 2019 | IWCMC | Embedding Multiple-Step-Ahead Traffic Prediction in Network Energy Efficiency Problem. | Abdolkhalegh Bayati, Kim Khoa Nguyen, Mohamed Cheriet |
| 2019 | IWCMC | Raptor Code based on punctured LDPC for Secrecy in Massive MiMo. | Djedjiga Benzid, Michel Kadoch, Mohamed Cheriet |
| 2019 | IWCMC | TCO Game in 5G Multi-Tenant Virtualized Mobile BackHaul (V-MBH) Network. | Nassim Haddaji, Kim Khoa Nguyen, Mohamed Cheriet |
| 2019 | IWCMC | Virtual Network Function Placement in IoT Network. | Duong Tuan Nguyen, Chuan Pham, Kim Khoa Nguyen, Mohamed Cheriet |
| 2019 | IWCMC | Hopfield Neural Network-based Fault Location in Wireless and Optical Networks for Smart City IoT. | Bohui Wang, Hui Yang, Qiuyan Yao, Ao Yu, Tao Hong, Jie Zhang, Michel Kadoch, Mohamed Cheriet |
| 2018 | GLOBECOM | Dynamic Controller/Switch Mapping in Virtual Networks Service Chains. | Chuan Pham, Duong Tuan Nguyen, Nguyen Hoang Tran, Kim Khoa Nguyen, Mohamed Cheriet |
| 2018 | ICFHR | Hybrid Two-Dimensional Recognizer Based on the NSHP-HMM Model. | Hanene Boukerma, Christophe Choisy, Abdallah Benouareth, Nadir Farah, Mohamed Cheriet |
| 2017 | CloudCom | Payless Monitoring Service for Tenants in Cloud with Traffic and Energy-Aware Function Deployment. | Alireza Shameli-Sendi, Habib Louafi, Mohamed Cheriet |
| 2017 | ICIP | Query-by-example word spotting using multiscale features and classification in the space of representation differences. | Mohamed Mhiri, Mohamed Cheriet, Christian Desrosiers |
| 2017 | ICOST | Attribute-Based Encryption for Preserving Smart Home Data Privacy. | Rasel Chowdhury, Hakima Ould-Slimane, Chamseddine Talhi, Mohamed Cheriet |
| 2017 | PIMRC | Popularity based file categorization and coded caching in 5G networks. | Mohsen Karimzadeh Kiskani, Shahin Vakilinia, Mohamed Cheriet |
| 2017 | PIMRC | Optimized IoT service orchestration. | Duong Tuan Nguyen, Kim Khoa Nguyen, Mohamed Cheriet |
| 2017 | PIMRC | Green process offloading in smart home. | Shahin Vakilinia, Iman Vakilinia, Mohamed Cheriet |
| 2017 | PIMRC | An agent-based model to evaluate smart homes sustainability potential. | Julien Walzberg, Thomas Dandres, Rjean Samson, Nicolas Merveille, Mohamed Cheriet |
| 2017 | UIC | Statistical-based method to determine the best hour of the day regarding GHG emissions for a smart home appliance. | Ana Carolina Riekstin, Rachid Hedjam, Thomas Dandres, Mohamed Cheriet |
| 2016 | CNSM | The green sustainable telco cloud: Minimizing greenhouse gas emissions of server load migrations between distributed data centres. | Thomas Dandres, Rjean Samson, Reza Farrahi Moghaddam, Kim Khoa Nguyen, Mohamed Cheriet, Yves Lemieux |
| 2016 | CNSM | A traffic visualization framework for monitoring large-scale inter-datacenter network. | Meryem Elbaham, Kim Khoa Nguyen, Mohamed Cheriet |
| 2016 | CNSM | Monitoring and measurement system for green operation of geographically distributed ICT services. | Ana Carolina Riekstin, Thomas Dandres, Kim Khoa Nguyen, Rjean Samson, Mohamed Cheriet |
| 2016 | CNSM | Dynamic resource allocation of smart home workloads in the cloud. | Shahin Vakilinia, Mohamed Cheriet, Jananjoy Rajkumar |
| 2016 | CNSM | Let's adapt to network change: Towards energy saving with rate adaptation in SDN. | Samy Zemmouri, Shahin Vakilinia, Mohamed Cheriet |
| 2016 | GLOBECOM | Gaussian Process Regression Based Traffic Modeling and Prediction in High-Speed Networks. | Abdolkhalegh Bayati, Vahid Asghari, Kim Khoa Nguyen, Mohamed Cheriet |
| 2016 | IC2E | Federal Smart House Regulator (FSHR): A Self-Managing and Ecosystemic Approach to Resource Management, Automation, and Sustainability in Smart Houses. | Reza Farrahi Moghaddam, Yves Lemieux, Mohamed Cheriet |
| 2016 | IJCNN | Relational Fisher Analysis: A general framework for dimensionality reduction. | Guoqiang Zhong, Yaxin Shi, Mohamed Cheriet |
| 2015 | FG | Side-Information based Exponential Discriminant Analysis for face verification in the wild. | Abdelmalik Ouamane, Messaoud Bengherabi, Abdenour Hadid, Mohamed Cheriet |
| 2015 | IC2E | Smart Packet: Re-distributing the Routing Intelligence among Network Components in SDNs. | Reza Farrahi Moghaddam, Mohamed Cheriet |
| 2015 | ICDAR | ICDAR 2015 contest on MultiSpectral Text Extraction (MS-TEx 2015). | Rachid Hedjam, Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Margaret Kalacska, Mohamed Cheriet |
| 2015 | ICDAR | A multiple-expert binarization framework for multispectral images. | Reza Farrahi Moghaddam, Mohamed Cheriet |
| 2015 | ICDAR | Evaluation of techniques for signature classification from accelerometer and gyroscope data. | Lukas Tencer, Marta Reznkov, Mohamed Cheriet |
| 2015 | ICIP | Hierarchical segmentation and tracking of coronary arteries in 2D X-ray Angiography sequences. | Faten M'hiri, T. Hoang Ngan Le, Luc Duong, Christian Desrosiers, Mohamed Cheriet |
| 2015 | ICIP | Effective document image deblurring via gradient histogram preservation. | Mingli Zhang, Christian Desrosiers, Caiming Zhang, Mohamed Cheriet |
| 2015 | IM | Towards flexible, scalable and autonomic virtual tenant slices. | Mohamed Fekih Ahmed, Chamseddine Talhi, Mohamed Cheriet |
| 2015 | IM | Optimal placement of sequentially ordered virtual security appliances in the cloud. | Alireza Shameli-Sendi, Yosr Jarraya, Mohamed Fekih Ahmed, Makan Pourzandi, Chamseddine Talhi, Mohamed Cheriet |
| 2015 | RE | Inclusion of security requirements in SLA lifecycle management for cloud computing. | Marco Antonio Torrez Rojas, Nelson Mimura Gonzalez, Fernando Sbampato, Fernando F. Redgolo, Tereza Cristina Melo de Brito Carvalho, Kim Khoa Nguyen, Mohamed Cheriet |
| 2014 | IC2E | A Software-Defined Scalable and Autonomous Architecture for Multi-tenancy. | Mohamed Fekih Ahmed, Chamseddine Talhi, Makan Pourzandi, Mohamed Cheriet |
| 2014 | IC2E | Cloud Computing: A Risk Assessment Model. | Alireza Shameli-Sendi, Mohamed Cheriet |
| 2014 | ICFHR | An Active Contour Based Method for Image Binarization: Application to Degraded Historical Document Images. | Zineb Hadjadj, Abdelkrim Meziane, Mohamed Cheriet, Yazid Cherfa |
| 2014 | ICFHR | Deep-Belief-Network Based Rescoring Approach for Handwritten Word Recognition. | Partha Pratim Roy, Youssouf Chherawala, Mohamed Cheriet |
| 2014 | ICFHR | Gabor Filters for Degraded Document Image Binarization. | Abdenour Sehad, Youcef Chibani, Mohamed Cheriet |
| 2014 | ICIP | Multi scale multi descriptor local binary features and exponential discriminant analysis for robust face authentication. | Abdelmalik Ouamane, Messaoud Bengherabi, Abderrezak Guessoum, Abdenour Hadid, Mohamed Cheriet |
| 2014 | ICPR | Constrained Energy Maximization and Self-Referencing Method for Invisible Ink Detection from Multispectral Historical Document Images. | Rachid Hedjam, Mohamed Cheriet, Margaret Kalacska |
| 2013 | ICDAR | Feature Design for Offline Arabic Handwriting Recognition: Handcrafted vs Automated? | Youssouf Chherawala, Partha Pratim Roy, Mohamed Cheriet |
| 2013 | ICDAR | Ground-Truth Estimation in Multispectral Representation Space: Application to Degraded Document Image Binarization. | Rachid Hedjam, Mohamed Cheriet |
| 2013 | ICDAR | Unsupervised Ensemble of Experts (EoE) Framework for Automatic Binarization of Document Images. | Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Mohamed Cheriet |
| 2013 | ICDAR | An Efficient Ground Truthing Tool for Binarization of Historical Manuscripts. | Hossein Ziaei Nafchi, Seyed Morteza Ayatollahi, Reza Farrahi Moghaddam, Mohamed Cheriet |
| 2013 | ICDAR | Application of Phase-Based Features and Denoising in Postprocessing and Binarization of Historical Document Images. | Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Mohamed Cheriet |
| 2013 | ICDAR | ARTIST: ART-2A Driven Generation of Fuzzy Rules for Online Handwritten Gesture Recognition. | Marta Reznkov, Lukas Tencer, Mohamed Cheriet |
| 2013 | ICDAR | Sketch-Based Retrieval of Document Illustrations and Regions of Interest. | Lukas Tencer, Marta Reznkov, Mohamed Cheriet |
| 2013 | ICDAR | An Empirical Evaluation of Supervised Dimensionality Reduction for Recognition. | Guoqiang Zhong, Youssouf Chherawala, Mohamed Cheriet |
| 2013 | IJCAI | Adaptive Error-Correcting Output Codes. | Guoqiang Zhong, Mohamed Cheriet |
| 2012 | ACCV | Historical Document Binarization Based on Phase Information of Images. | Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Mohamed Cheriet |
| 2012 | CLOSER | Multi-level Grouping Genetic Algorithm for Low Carbon Virtual Private Clouds. | Fereydoun Farrahi Moghaddam, Reza Farrahi Moghaddam, Mohamed Cheriet |
| 2012 | ICCVG | A Fast and Robust Feature Set for Cross Individual Facial Expression Recognition. | Rodrigo Araujo, Yun-Qian Miao, Mohamed S. Kamel, Mohamed Cheriet |
| 2012 | ICPR | Sparse descriptor for lexicon reduction in handwritten Arabic documents. | Youssouf Chherawala, Robert Wisnovsky, Mohamed Cheriet |
| 2011 | ICASSP | Compact support kernels based time-frequency distributions: Performance evaluation. | Mansour Abed, Adel Belouchrani, Mohamed Cheriet, Boualem Boashash |
| 2011 | ICDAR | TSV-LR: topological signature vector-based lexicon reduction for fast recognition of pre-modern Arabic subwords. | Youssouf Chherawala, Robert Wisnovsky, Mohamed Cheriet |
| 2011 | ICDAR | Novel Data Representation for Text Extraction from Multispectral Historical Document Images. | Rachid Hedjam, Mohamed Cheriet |
| 2011 | ICDAR | Combining statistical and geometrical classifiers for text extraction in multispectral document images. | Rachid Hedjam, Mohamed Cheriet |
| 2011 | ICDAR | Indexing On-line Handwritten Texts Using Word Confusion Networks. | Sebastin Pea Saldarriaga, Mohamed Cheriet |
| 2010 | DAS | IBN SINA: a database for research on processing and understanding of Arabic manuscripts images. | Reza Farrahi Moghaddam, Mohamed Cheriet, Mathias M. Adankon, Kostyantyn Filonenko, Robert Wisnovsky |
| 2010 | ICFHR | Personalizable Pen-Based Interface Using Lifelong Learning. | Abdullah Almaksour, ric Anquetil, Solen Quiniou, Mohamed Cheriet |
| 2010 | ICPR | Evolving Fuzzy Classifiers: Application to Incremental Learning of Handwritten Gesture Recognition Systems. | Abdullah Almaksour, ric Anquetil, Solen Quiniou, Mohamed Cheriet |
| 2010 | ICPR | Length Increasing Active Contour for the Segmentation of Small Blood Vessels. | David Rivest-Hnault, Mohamed Cheriet, Sylvain Deschnes, Chantal Lapierre |
| 2010 | IJCNN | Semi-supervised learning for weighted LS-SVM. | Mathias M. Adankon, Mohamed Cheriet |
| 2009 | ICDAR | Application of Multi-Level Classifiers and Clustering for Automatic Word Spotting in Historical Document Images. | Reza Farrahi Moghaddam, Mohamed Cheriet |
| 2009 | ICDAR | Restoration and Segmentation of Highly Degraded Characters Using a Shape-Independent Level Set Approach and Multi-level Classifiers. | Reza Farrahi Moghaddam, David Rivest-Hnault, Mohamed Cheriet |
| 2009 | ICDAR | A Unified Framework Based on the Level Set Approach for Segmentation of Unconstrained Double-Sided Document Images Suffering from Bleed-Through. | Reza Farrahi Moghaddam, David Rivest-Hnault, Itay Bar Yosef, Mohamed Cheriet |
| 2009 | ICDAR | Handling Out-of-Vocabulary Words and Recognition Errors Based on Word Linguistic Context for Handwritten Sentence Recognition. | Solen Quiniou, Mohamed Cheriet, ric Anquetil |
| 2009 | ICDAR | A New Approach for Skew Correction of Documents Based on Particle Swarm Optimization. | Javad Sadri, Mohamed Cheriet |
| 2009 | ICIP | Markovian clustering for the non-local means image denoising. | Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet |
| 2009 | IJCNN | Help-training semi-supervised LS-SVM. | Mathias M. Adankon, Mohamed Cheriet |
| 2008 | ICPR | Help-training for semi-supervised discriminative classifiers. Application to SVM. | Mathias M. Adankon, Mohamed Cheriet |
| 2007 | ICDAR | Shape-Based Alphabet for Off-line Arabic Handwriting Recognition. | F. Menasri, Nicole Vincent, Mohamed Cheriet, Emmanuel Augustin |
| 2007 | IJCNN | Learning Semi-supervised SVM with Genetic Algorithm. | Mathias M. Adankon, Mohamed Cheriet |
| 2006 | IJCNN | New Formulation of SVM for Model Selection. | Mathias M. Adankon, Mohamed Cheriet |
| 2005 | ICDAR | A Threshlod Selection Method Based on Multiscale and Graylevel Co-occurrence Matrix Analysis. | Yun Li, Ching Y. Suen, Mohamed Cheriet |
| 2005 | IJCNN | Fast training of multilayer perceptrons with a mixed norm algorithm. | Sabeur Abid, Farhat Fnaiech, Barrie W. Jervis, Mohamed Cheriet |
| 2005 | IJCNN | Optimizing resources in model selection for support vector machines. | Mathias M. Adankon, Mohamed Cheriet, Nedjem-Eddine Ayat |
| 2005 | IJCNN | Estimating accurate multi-class probabilities with support vector machines. | Jonathan Milgram, Mohamed Cheriet, Robert Sabourin |
| 2004 | ICASSP | A generative-discriminative hybrid for sequential data classification [image classification example]. | Karim T. Abou-Moustafa, Ching Y. Suen, Mohamed Cheriet |
| 2004 | ICASSP | On-line character recognition using histograms of features and an associative memory. | Neila Mezghani, Amar Mitiche, Mohamed Cheriet |
| 2004 | ICASSP | A new non-linear exponential 2-D adaptive filter and its application in texture characterization. | Mounir Sayadi, Samir Sakrani, Farhat Fnaiech, Mohamed Cheriet |
| 2004 | ICFHR | Classification of time-series data using a generative/discriminative hybrid. | Karim T. Abou-Moustafa, Mohamed Cheriet, Ching Y. Suen |
| 2004 | ICFHR | Speeding up the decision making of support vector classifiers. | Jonathan Milgram, Mohamed Cheriet, Robert Sabourin |
| 2004 | ICFHR | Spiral recognition methodology and its application for recognition of Chinese bank checks. | Hanshen Tang, Emmanuel Augustin, Ching Y. Suen, Olivier Baret, Mohamed Cheriet |
| 2004 | ICIP | SKCS -new kernel family with compact support. | Ezzedine Ben Braiek, A. Meghoufel, Mohamed Cheriet |
| 2004 | ICIP | A new representation of character shape and its use in on-line character recognition by a self organizing map. | Neila Mezghani, Amar Mitiche, Mohamed Cheriet |
| 2004 | ICPR | A Segmentation Method for Touching Italic Characters. | Yun Li, Satoshi Naoi, Mohamed Cheriet, Ching Y. Suen |
| 2004 | ICPR | Two-Stage Classification System combining Model-Based and Discriminative Approaches. | Jonathan Milgram, Robert Sabourin, Mohamed Cheriet |
| 2004 | ICPR | Recognition of Unconstrained Legal Amounts Handwritten on Chinese Bank Checks. | Hanshen Tang, Emmanuel Augustin, Ching Y. Suen, Olivier Baret, Mohamed Cheriet |
| 2003 | CVPR | Information Retrieval Based on OCR Errors in Scanned Documents. | Youssef Fataicha, Mohamed Cheriet, Jian Yun Nie, Ching Y. Suen |
| 2003 | ICDAR | Shock Filters for Character Image Enhancement and Peeling. | Mohamed Cheriet |
| 2003 | ICDAR | Combination of Pruned Kohonen Maps for On-line Arabic Characters Recognition. | Neila Mezghani, Mohamed Cheriet, Amar Mitiche |
| 2003 | ICDAR | Automatic Filter Selection Using Image Quality Assessment. | Andrea Souza, Mohamed Cheriet, Satoshi Naoi, Ching Y. Suen |
| 2002 | ICFHR | Dynamic observations and dynamic state termination for off-line handwritten word recognition using HMM. | Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen |
| 2002 | ICFHR | Empirical error based optimization of SVM kernels: application to digit image recognition. | Nedjem-Eddine Ayat, Mohamed Cheriet, Ching Y. Suen |
| 2002 | ICFHR | On-line recognition of handwritten Arabic characters using a Kohonen neural network. | Neila Mezghani, Amar Mitiche, Mohamed Cheriet |
| 2002 | ICPR | Introducing Termination Probabilities to HMM. | Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen |
| 2002 | ICPR | Efficient Estimation of Pen Trajectory from Off-Line Handwritten Words. | Yousef Al-Ohali, Mohamed Cheriet, Ching Y. Suen |
| 2002 | ICPR | KMOD - A Tw o-Parameter SVM Kernel for Pattern Recognition. | Nedjem-Eddine Ayat, Mohamed Cheriet, Ching Y. Suen |
| 2002 | ICPR | Content Analysis in Document Images: A Scale Space Approach. | Youssef Fataicha, Mohamed Cheriet, Jian Yun Nie, Ching Y. Suen |
| 2001 | ICDAR | KMOD - A New Support Vector Machine Kernel with Moderate Decreasing for Pattern Recognition. Application to Digit Image Recognition. | Nedjem-Eddine Ayat, Mohamed Cheriet, Lakhdar Remaki, Ching Y. Suen |
| 2001 | ICDAR | Online Recognition of Sketched Electrical Diagrams. | Jean-Philippe Valois, Myriam Ct, Mohamed Cheriet |
| 2001 | ICDAR | Reduction of the Classification Cost Using Hierarchical Classifiers based on the k-NN Rule. | Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen |
| 1999 | ICDAR | Visual Data Extraction from Bi-level Document Images using a Generalized Kernel Family with Compact Support, in Scale-Space. | Lakhdar Remaki, Mohamed Cheriet |
| 1999 | ICDAR | Model-based Character Extraction from Complex Backgrounds. | Xiangyun Ye, Mohamed Cheriet, Ching Y. Suen |
| 1998 | SSPR | Multi-level Arabic Handwritten Words Recognition. | Housem Miled, Mohamed Cheriet, Christian Olivier |
| 1997 | ICDAR | Automatic Reading of Cursive Scripts Using Human Knowledge. | Myriam Ct, Mohamed Cheriet, Eric Lecolinet, Ching Y. Suen |
| 1997 | ICDAR | Coupling observation/letter for a Markovian modelisation applied to the recognition of Arabic handwriting. | Housem Miled, Christian Olivier, Mohamed Cheriet, Yves Lecourtier |
| 1996 | ICPR | Dynamical morphological processing: a fast method for base line extraction. | Joseph N. Said, Mohamed Cheriet, Ching Y. Suen |
| 1995 | ICDAR | A formal model for document processing of business forms. | Mohamed Cheriet, Joseph N. Said, Ching Y. Suen |
| 1995 | ICDAR | Building a Perception Based Model for Reading Cursive Script. | Myriam Ct, Eric Lecolinet, Mohamed Cheriet, Ching Y. Suen |
| 1994 | ICIP | A Multiresolution Based Approach for Handwriting Segmentation in Gray-scale Images. | Mohamed Cheriet, R. Thibault, Robert Sabourin |
| 1993 | ICDAR | An extended-shadow-code based approach for off-line signature verification. | Robert Sabourin, Mohamed Cheriet, Ginette Genest |
| 1992 | ICPR | Background region-based algorithm for the segmentation of connected digits. | Mohamed Cheriet, Yea S. Huang, Ching Y. Suen |