Classification of GRF texture in mammograms through discriminant analysis. - Hayet Farida Merouani; John A. W. McCall; Ian McKenzie; Fiona J. Gilbert (ISSPA (1), 2003)

MOCABBAN: a modeling case base by a bayesian network applied to the diagnosis of hepatic pathologies. - Akila Djebbar; Hayet Farida Merouani (CIMCA/IAWTIC, 2005)

Image Segmentation Through Dual Pyramid of Agents. - K. Idir; Hayet Farida Merouani; Y. Tlili (ICIAP, 2005)

Hierarchical segmentation of digital mammography by agents competition. - Ahlem Melouah; Hayet Farida Merouani (ICDIM, 2008)

Detection of a Region of Interest in the Images Based on Zipf Laws. - Hamoud Meriem; Hayet Farida Merouani (SITIS, 2011)

MPEG4 parameterization for facial deformation. - Yamina Bordjiba; Hayet Farida Merouani (ICMCS, 2012)

Comparative Study of Clustering Based Colour Image Segmentation Techniques. - Samira Chebbout; Hayet Farida Merouani (SITIS, 2012)

Retrieval and adaptation in CBR through Bayesian Network for diagnosis of hepatic pathologies. - Akila Djebbar; Hayet Farida Merouani (Int. J. Hybrid Intell. Syst., 2012)

Optimising retrieval phase in CBR through Pearl and JLO algorithms for medical diagnosis. - Akila Djebbar; Hayet Farida Merouani (Int. J. Adv. Intell. Paradigms, 2013)

Clustering with Probabilistic Topic Models on Arabic Texts. - Abdessalem Kelaiaia; Hayet Farida Merouani (Modeling Approaches and Algorithms for Advanced Computer Applications, 2013)

The brain MRI classification problem from wavelets perspective. - Mohamed Mokhtar Bendib; Hayet Farida Merouani; Fatma Diaba (ICMV, 2014)

Classification of mammography images based on cellular automata and Haralick parameters. - Sarah Benmazou; Hayet Farida Merouani; Soumia Layachi; Beledjhem Nedjmeddine (Evol. Syst., 2014)

A Novel Saliency Detection Model based on Self Organizing Tree Algorithm. - Samira Chebbout; Hayet Farida Merouani (IPAC, 2015)

Automatic Generation of Suitable DWT Sub-band - An Application to Brain MRI Classification. - Mohamed Mokhtar Bendib; Hayet Farida Merouani; Fatma Diaba (VISAPP (3), 2015)

Object tracking based on the somatosensory system. - Mohamed Tahar Abdelkrim; Hayet Farida Merouani; Zoubida Benhammadi (Evol. Syst., 2015)

The power laws: Zipf and inverse Zipf for automated segmentation and classification of masses within mammograms. - Hamoud Meriem; Hayet Farida Merouani; Laimeche Lakhdar (Evol. Syst., 2015)

Automatic segmentation of brain MRI through stationary wavelet transform and random forests. - Mohamed Mokhtar Bendib; Hayet Farida Merouani; Fatma Diaba (Pattern Anal. Appl., 2015)

Parallelization of filtered back-projection algorithm for computed tomography. - Akram Zine Eddine Boukhamla; Hayet Farida Merouani; Hocine Sissaoui (Evol. Syst., 2016)

Maintenance of a Bayesian network: application using medical diagnosis. - Ahlem Refai; Hayet Farida Merouani; Hayet Aouras (Evol. Syst., 2016)

Clustering with probabilistic topic models on arabic texts: a comparative study of LDA and K-means. - Abdessalem Kelaiaia; Hayet Farida Merouani (Int. Arab J. Inf. Technol., 2016)

Mammographic mass classification according to Bi-RADS lexicon. - Chokri Ferkous; Hayet Farida Merouani (IET Comput. Vis., 2017)

Wavelet based feature extraction method for breast cancer diagnosis. - Sarah Benmazou; Hayet Farida Merouani (ATSIP, 2018)

A new feature extraction scheme in wavelet transform for stego image classification. - Laimeche Lakhdar; Hayet Farida Merouani; Smaine Mazouzi (Evol. Syst., 2018)

Investigating the use of motion-based features from optical flow for gait recognition. - Zohra Mahfouf; Hayet Farida Merouani; Imed Bouchrika; Nouzha Harrati (Neurocomputing, 2018)

Improving mass discrimination in mammogram-CAD system using texture information and super-resolution reconstruction. - Sawsen Boudraa; Ahlem Melouah; Hayet Farida Merouani (Evol. Syst., 2020)

Improving the performance of computer-aided diagnosis systems using semi-supervised learning: a survey and analysis. - Asma Chebli; Akila Djebbar; Hayet Farida Merouani-Djellali (Int. J. Intell. Inf. Database Syst., 2020)

Human activity recognition via optical flow: decomposing activities into basic actions. - Ammar Ladjailia; Imed Bouchrika; Hayet Farida Merouani; Nouzha Harrati; Zohra Mahfouf (Neural Comput. Appl., 2020)

A new case-deletion strategy for case-base maintenance based on K-means Clustering Algorithm applied to medical data. - Akila Djebbar; Hayet Farida Merouani; Hayet Djellali (Intell. Decis. Technol., 2021)

Case-Base Maintenance: An Approach Based on Active Semi-Supervised Learning. - Asma Chebli; Akila Djebbar; Hayet Farida Merouani; Hakim Lounis (Int. J. Pattern Recognit. Artif. Intell., 2021)

Multi-agents system for breast tumour detection in mammography by deep learning pre-processing and watershed segmentation. - Hayet Saadi; Hayet Farida Merouani; Ahlem Melouah; Zahia Guessoum; Saida Lemnadjlia; Nacereddine Boukabach (Int. J. Comput. Vis. Robotics, 2022)

An Improved Random Forest Based on Feature Selection and Feature Weighting for Case Retrieval in CBR Systems: Application to Medical Data. - Ilhem Tarchoune; Akila Djebbar; Hayet Farida Merouani; Doha Hadji (Int. J. Softw. Innov., 2022)

Boruta Feature Selection Method for Optimizing a Case-Based Reasoning Model to Predict Heart Disease. - Safa Gasmi; Akila Djebbar; Hayet Farida Merouani (Int. J. Pattern Recognit. Artif. Intell., 2023)

Drugs Recommender System Based on Side Effects and Opinions Analysis. - Amel Ziani; Mohamed Amine Adouane; Mohamed Ayoub Delladj; Fatima Zahra Brahimi; Hayet Farida Merouani (ISPR (1), 2024)

A Novel Enhanced Random Forest for Medical Data Classification using Correlation Pearson and Best Number of Trees. - Ilhem Tarchoune; Akila Djebbar; Hayet Farida Merouani; Harfi Rania (J. Comput. Sci. Eng., 2024)

Deep learning-assisted medical image compression challenges and opportunities: systematic review. - Nour El Houda Bourai; Hayet Farida Merouani; Akila Djebbar (Neural Comput. Appl., 2024)

An Innovative CBR-Enhanced Approach for Skin Cancer Classification using Cascade Forest Model and Convolutional Neural Network with Attention Mechanism. - Safa Gasmi; Akila Djebbar; Hayet Farida Merouani; Hanene Djedi (EAI Endorsed Trans. Pervasive Health Technol., 2024)

3FS-CBR-IRF: improving case retrieval for case-based reasoning with three feature selection and improved random forest. - Ilhem Tarchoune; Akila Djebbar; Hayet Farida Merouani-Djellali; Djamel Zenakhra (Multim. Tools Appl., 2024)