A Model-driven Process for Data Transformation of Heterogeneous Data. - Haïfa Nakouri; Nadia Essoussi (MODELSWARD, 2013)

Extension of Robust Principal Component Analysis for Incremental Face Recognition. - Haïfa Nakouri; Mohamed Limam (VISAPP (1), 2013)

A New Bilinear Approach for Incremental Visual Learning and Recognition. - Haïfa Nakouri; Mohamed Limam (Int. J. Pattern Recognit. Artif. Intell., 2013)

Erratum: "a New Bilinear Approach for Incremental Visual Learning and Recognition". - Haïfa Nakouri; Mohamed Limam (Int. J. Pattern Recognit. Artif. Intell., 2013)

Discovering Multi-sense Features from Images Using Random Indexing. - Haïfa Nakouri; Mohamed Limam (ICAISC (1), 2014)

Automatic Feature Detection and Clustering Using Random Indexing. - Haïfa Nakouri; Mohamed Limam (ICISP, 2014)

Discovering Features Contexts from Images Using Random Indexing. - Haïfa Nakouri; Mohamed Limam (IWCIA, 2014)

Robust Generalized Low Rank Approximation of Matrices for image recognition. - Haïfa Nakouri; Mohamed Limam (ISSPIT, 2016)

An Incremental Two-Dimensional Principal Component Analysis for Image Compression and Recognition. - Haïfa Nakouri; Mohamed Limam (SITIS, 2016)

Robust Low-Rank Approximation of Images for Background and Foreground Separation. - Haïfa Nakouri; Mhamed-Ali El-Aroui; Mohamed Limam (PDCAT, 2017)

Incremental robust principal component analysis for face recognition using ridge regression. - Haïfa Nakouri; Mohamed Limam (Int. J. Biom., 2017)

Robust Handwritten Digit Classification Using Tensors Decomposition. - Dhouha Rahmani; Haïfa Nakouri (MIKE, 2019)

Roman Amphitheater Classification Using Convolutional Neural Network and Data Augmentation. - Haïfa Nakouri (PDCAT, 2021)

Two-dimensional Subclass Discriminant Analysis for face recognition. - Haïfa Nakouri (Pattern Anal. Appl., 2021)

Enhancing RAG-Retrieval to Improve LLMs Robustness and Resilience to Hallucinations. - Chaima Njeh; Haïfa Nakouri; Fehmi Jaafar (HAIS (2), 2024)

A Sentiment Analysis Approach for Hotels Rating. - Haïfa Nakouri; Mouna Chebbah; Ahmed Jbali (ICDEc (2), 2024)

SIR-SRGAN-ResNeXt: A New Super-Resolution GAN with Self-Interpolation Ranker and ResNeXt Generator. - Gildas Aimé Sedou Fofe; Haïfa Nakouri; Bob-Antoine Jerry Ménélas (KES, 2024)

SafetilBERT: an efficient and explained LLM for IoMT attacks classification. - Mamadou Niang; Haïfa Nakouri; Fehmi Jaafar (CSR, 2025)

A Hybrid Approach to Improve the Intrusion Detection Systems Using Generative Artificial Intelligence and Deep Reinforcement Learning. - Ines Ben Makhlouf; Ghassen Kilani; Fehmi Jaafar; Haïfa Nakouri (SECRYPT, 2025)

A systematic review of generative AI approaches for medical image enhancement: Comparing GANs, transformers, and diffusion models. - Chaimaa Oulmalme; Haïfa Nakouri; Fehmi Jaafar (Int. J. Medical Informatics, 2025)

A new ensemble method for brain tumor segmentation. - Souleymane Mahaman Laouali; Mouna Chebbah; Haïfa Nakouri (Multim. Tools Appl., 2025)

A Data-centric approach for safe and secure large language models against threatening and toxic content. - Chaima Njeh; Haïfa Nakouri; Fehmi Jaafar (Int. J. Inf. Sec., 2025)