Fadoua Drira - RankMe

54 papers A 6B 7C 7Journal 15Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A Neural Approach to ADHD Detection in Children: Enhanced EEG Analysis with Wavelet-Transformer Synergy. ICAART (3) Raja Dhiabi, Rim Walha, Fadoua Drira
2026	—	`conf`	Deep Feature Fusion Framework with Uncertainty Estimation and Explainable AI for Enhanced Lung Disease Detection. ICAART (5) Yasmine Ammar, Rim Walha, Fadoua Drira
2026	J	`jnl`	Handwriting landscape for neurological disorders: A comprehensive analysis and AI-driven predictive insights. Comput. Sci. Rev. Rim Walha, Rim Fakhfakh, Fadoua Drira
2026	—	`conf`	Learning What Matters for Effective Historical Manuscripts Recognition. ICAART (5) Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret
2025	—	`conf`	Auto-Optimized Parameter-Efficient Fine-Tuning for Skin Lesion Classification with Vision Transformers. RTSI Moez Hamdi, Sonia Bouzidi, Imen Jdey, Fadoua Drira, Berrin Yanikoglu
2025	—	`conf`	Automated Impacted Tooth Segmentation in Panoramic Radiographs Using UNet and UNet3+ with Grad-Cam Explainability. RTSI Walid Brahmi, Imen Jdey, Fadoua Drira
2025	C	`conf`	Handwritten Patterns in Children with Attention Deficit Hyperactivity Disorder: Hybrid Learning for Efficient Prediction. ISNCC Rim Walha, Rawia Baccouch, Fadoua Drira
2025	C	`conf`	Interactive Solutions for Advancing Attention Deficit Hyperactivity Disorder Diagnosis and Management in Children. ICT4AWE Rim Walha, Fadoua Drira, Imen Guizani, Wissem Regaieg, Khaoula Khemakhem, Maryam Chaabane, Hela Ayedi, Yousr Moalla
2025	—	`conf`	K-Means Clustered Quantization for Efficient CNN-Based Skin Lesion Classification. RTSI Ghaith Sellami, Ghazala Hcini, Imen Jdey, Fadoua Drira, Berrin Yanikoglu
2025	—	`conf`	Resource Management and Security Challenges for Deploying and Adapting Large Language Models in Fog Computing. RTSI Achref Jebli, Rahma Fourati, Fadoua Drira
2025	J	`jnl`	Secure Medical Image Sharing: Technologies, Watermarking Insights, and Open Issues. IEEE Access Sawsan D. Mahmood, Fadoua Drira, Hussain Falih Mahdi, Adel M. Alimi
2025	J	`jnl`	Secure and transparent energy management using blockchain and machine learning anomaly detection: A case study of the Ausgrid dataset. Comput. Ind. Eng. Nourchen Moumni, Faten Chaabane, Fadoua Drira, Youssef Boutaleb
2025	—	`conf`	Smart Contract-Driven Anomaly Alerts: An AI-Enabled Framework for Energy Grids. RTSI Nourchen Moumni, Faten Chaabane, Fadoua Drira
2025	—	`conf`	Towards Efficient Waste Management: A Deep Learning Driven Comparative Study for Waste Classification. RTSI Abdelhak Dahane, Rim Walha, Fadoua Drira
2025	B	`conf`	Towards Explainable Skin Cancer Diagnosis: A Vision Transformer Approach with Grad-CAM Visualization. IJCNN Sonia Bouzidi, Imen Jdey, Fadoua Drira
2025	J	`jnl`	Towards complex scene text reading with selective region proposal and two-stage deep reinforcement learning. Appl. Soft Comput. Riadh Harizi, Rim Walha, Fadoua Drira
2024	—	`conf`	A Multi-Task Learning Framework for Image Restoration Using a Novel Generative Adversarial Network. ICAART (3) Rim Walha, Fadoua Drira, Rania Bedhief
2024	—	`conf`	Advancements and Challenges in Continual Learning for Natural Language Processing: Insights and Future Prospects. ICAART (3) Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret
2024	B	`conf`	Autoencoder-Based Drift Detection Method for Dynamic Analysis of EEG Data: A Comprehensive Study. SMC Rihab Khadimallah, Ilhem Kallel, Javier J. Sánchez Medina, Fadoua Drira
2024	J	`jnl`	Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review. CoRR Sonia Bbouzidi, Ghazala Hcini, Imen Jdey, Fadoua Drira
2024	J	`jnl`	Exploring the Role of Convolutional Neural Networks (CNN) in Dental Radiography Segmentation: A Comprehensive Systematic Literature Review. CoRR Walid Brahmi, Imen Jdey, Fadoua Drira
2024	J	`jnl`	Exploring the role of Convolutional Neural Networks (CNN) in dental radiography segmentation: A comprehensive Systematic Literature Review. Eng. Appl. Artif. Intell. Walid Brahmi, Imen Jdey, Fadoua Drira
2024	—	`conf`	SIFT-ResNet Synergy for Accurate Scene Word Detection in Complex Scenarios. ICAART (3) Riadh Harizi, Rim Walha, Fadoua Drira
2024	J	`jnl`	Synergistic insights: Exploring continuous learning and explainable AI in handwritten digit recognition. Neurocomputing Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret
2023	C	`conf`	Chaotic Model-Based Blind Watermarking with LSB Technique for Digital Fundus Image Authentication. CW Sawsan D. Mahmood, Fadoua Drira, Hussain Falih Mahdi, Yassine Aribi, Adel M. Alimi
2023	C	`conf`	Exploring Continual Learning and Self-learning for Historical Digit Recognition. CW Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia
2023	C	`conf`	Privacy-Preserving Anomaly Detection in Smart Meter Data Via Federated Learning. CW Nourchen Moumni, Faten Chaabane, Fadoua Drira
2023	C	`conf`	Toward Digits Recognition Using Continual Learning. MMSP Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia
2022	C	`conf`	Association Rules Mining for Reducing Items from Emotion Regulation Questionnaires. IDEAL Rihab Khadimallah, Ilhem Kallel, Fadoua Drira
2022	J	`jnl`	Convolutional neural network with joint stepwise character/word modeling based system for scene text recognition. Multim. Tools Appl. Riadh Harizi, Rim Walha, Fadoua Drira, Mourad Zaied
2022	J	`jnl`	Deep-learning based end-to-end system for text reading in the wild. Multim. Tools Appl. Riadh Harizi, Rim Walha, Fadoua Drira
2018	J	`jnl`	Handling noise in textual image resolution enhancement using online and offline learned dictionaries. Int. J. Document Anal. Recognit. Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
2017	—	`conf`	Deep Learning with Sparse Prior - Application to Text Detection in the Wild. VISIGRAPP (5: VISAPP) Adleni Mallek, Fadoua Drira, Rim Walha, Adel M. Alimi, Frank Lebourgeois
2017	—	`conf`	Edge based Blind Single Image Deblurring with Sparse Priors. VISIGRAPP (4: VISAPP) Khouloud Guemri, Fadoua Drira, Rim Walha, Adel M. Alimi, Frank Lebourgeois
2017	J	`jnl`	Mean-Shift segmentation and PDE-based nonlinear diffusion: toward a common variational framework for foreground/background document image segmentation. Int. J. Document Anal. Recognit. Fadoua Drira, Frank Lebourgeois
2016	J	`jnl`	Resolution enhancement of textual images: a survey of single image-based methods. IET Image Process. Rim Walha, Fadoua Drira, Frank Lebourgeois, Adel M. Alimi, Christophe Garcia
2015	A	`conf`	Joint denoising and magnification of noisy Low-Resolution textual images. ICDAR Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
2015	J	`jnl`	Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection. Int. J. Document Anal. Recognit. Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
2014	B	`conf`	A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images. ICFHR Rim Walha, Fadoua Drira, Adel M. Alimi, Frank Lebourgeois, Christophe Garcia
2014	—	`conf`	Adaptative shock filter for image characters enhancement and denoising. SoCPaR Khouloud Guemri, Fadoua Drira
2014	B	`conf`	Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution. ICPR Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
2013	A	`conf`	Fast Integral MeanShift: Application to Color Segmentation of Document Images. ICDAR Frank Lebourgeois, Fadoua Drira, Djamel Gaceb, Jean Duong
2013	A	`conf`	Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image. ICDAR Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
2013	—	`conf`	Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding. ICIAP (2) Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi
2012	J	`jnl`	A new PDE-based approach for singularity-preserving regularization: application to degraded characters restoration. Int. J. Document Anal. Recognit. Fadoua Drira, Frank Lebourgeois, Hubert Emptoz
2012	B	`conf`	Denoising Textual Images Using Local/Non-local Smoothing Filters: A Comparative Study. ICFHR Fadoua Drira, Frank Lebourgeois
2012	B	`conf`	New Protocol Design for Wordspotting Assistance System: Case Study of the Collaborative Library Model - ARMARIUS. ICFHR Abir Chaari, Fadoua Drira, Adel M. Alimi, Elöd Egyed-Zsigmond, Frank Lebourgeois
2012	—	`conf`	Super-resolution of single text image by sparse representation. DAR@ICVGIP Rim Walha, Fadoua Drira, Frank Lebourgeois, Adel M. Alimi
2009	A	`conf`	Document Images Restoration by a New Tensor Based Diffusion Process: Application to the Recognition of Old Printed Documents. ICDAR Fadoua Drira, Frank Lebourgeois, Hubert Emptoz
2007	A	`conf`	A Coupled Mean Shift-Anisotropic Diffusion Approach for Document Image Segmentation and Restoration. ICDAR Fadoua Drira, Frank Lebourgeois, Hubert Emptoz
2007	A	`conf`	OCR Accuracy Improvement through a PDE-Based Approach. ICDAR Fadoua Drira, Frank Lebourgeois, Hubert Emptoz
2006	—	`conf`	Computer assistance for Digital Libraries: Contributions to Middle-ages and Authors' Manuscripts exploitation and enrichment. DIAL Véronique Eglin, Frank Lebourgeois, Stéphane Bres, Hubert Emptoz, Yann Leydier, Ikram Moalla, Fadoua Drira
2006	B	`conf`	Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique. Document Analysis Systems Fadoua Drira, Frank Le Bourgeois, Hubert Emptoz
2006	—	`conf`	Towards Restoring Historic Documents Degraded Over Time. DIAL Fadoua Drira