Hayet Farida Merouani

According to our database, Hayet Farida Merouani authored at least 36 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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., September, 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

Deep learning-assisted medical image compression challenges and opportunities: systematic review.

Nour El Houda Bourai, Hayet Farida Merouani, Akila Djebbar

Neural Comput. Appl., 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

2023

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., November, 2023

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

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

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

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

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

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

Improving mass discrimination in mammogram-CAD system using texture information and super-resolution reconstruction.

Sawsen Boudraa, Ahlem Melouah, Hayet Farida Merouani

Evol. Syst., 2020

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

A new feature extraction scheme in wavelet transform for stego image classification.

Laimeche Lakhdar, Hayet Farida Merouani, Smaine Mazouzi

Evol. Syst., 2018

Wavelet based feature extraction method for breast cancer diagnosis.

Sarah Benmazou, Hayet Farida Merouani

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

2017

Mammographic mass classification according to Bi-RADS lexicon.

Chokri Ferkous, Hayet Farida Merouani

IET Comput. Vis., 2017

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

Maintenance of a Bayesian network: application using medical diagnosis.

Ahlem Refai, Hayet Farida Merouani, Hayet Aouras

Evol. Syst., 2016

Parallelization of filtered back-projection algorithm for computed tomography.

Akram Boukhamla, Hayet Farida Merouani, Hocine Sissaoui

Evol. Syst., 2016

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

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

Object tracking based on the somatosensory system.

Mohamed Tahar Abdelkrim, Hayet Farida Merouani, Zoubida Benhammadi

Evol. Syst., 2015

Automatic Generation of Suitable DWT Sub-band - An Application to Brain MRI Classification.

Mohamed Mokhtar Bendib, Hayet Farida Merouani, Fatma Diaba

Proceedings of the VISAPP 2015, 2015

A Novel Saliency Detection Model based on Self Organizing Tree Algorithm.

Samira Chebbout, Hayet Farida Merouani

Proceedings of the IPAC '15: International Conference on Intelligent Information Processing, 2015

2014

Classification of mammography images based on cellular automata and Haralick parameters.

Sarah Benmazou, Hayet Farida Merouani, Soumia Layachi, Beledjhem Nedjmeddine

Evol. Syst., 2014

The brain MRI classification problem from wavelets perspective.

Mohamed Mokhtar Bendib, Hayet Farida Merouani, Fatma Diaba

Proceedings of the Seventh International Conference on Machine Vision, 2014

2013

Clustering with Probabilistic Topic Models on Arabic Texts.

Abdessalem Kelaiaia, Hayet Farida Merouani

Proceedings of the Modeling Approaches and Algorithms for Advanced Computer Applications, 2013

Optimising retrieval phase in CBR through Pearl and JLO algorithms for medical diagnosis.

Akila Djebbar, Hayet Farida Merouani

Int. J. Adv. Intell. Paradigms, 2013

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

Comparative Study of Clustering Based Colour Image Segmentation Techniques.

Samira Chebbout, Hayet Farida Merouani

Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

MPEG4 parameterization for facial deformation.

Yamina Bordjiba, Hayet Farida Merouani

Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012

2011

Detection of a Region of Interest in the Images Based on Zipf Laws.

Hamoud Meriem, Hayet Farida Merouani

Proceedings of the Seventh International Conference on Signal-Image Technology and Internet-Based Systems, 2011

2008

Hierarchical segmentation of digital mammography by agents competition.

Ahlem Melouah, Hayet Farida Merouani

Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008

2005

Image Segmentation Through Dual Pyramid of Agents.

K. Idir, Hayet Farida Merouani, Y. Tlili

Proceedings of the Image Analysis and Processing, 2005

MOCABBAN: a modeling case base by a bayesian network applied to the diagnosis of hepatic pathologies.

Akila Djebbar, Hayet Farida Merouani

Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

2003

Classification of GRF texture in mammograms through discriminant analysis.

Hayet Farida Merouani, John A. W. McCall, Ian McKenzie, Fiona J. Gilbert

Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003