Hayet Farida Merouani

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 16

Top Topics

Wavelet Transform

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Neural Comput. Appl.

Int. J. Comput. Vis. Robotics

Publications

Nour El Houda Bourai, Hayet Farida Merouani, Akila Djebbar
Deep learning-assisted medical image compression challenges and opportunities: systematic review. Neural Comput. Appl. 36 (17) (2024)
Ilhem Tarchoune, Akila Djebbar, Hayet Farida Merouani, Harfi Rania
A Novel Enhanced Random Forest for Medical Data Classification using Correlation Pearson and Best Number of Trees. J. Comput. Sci. Eng. 18 (1) (2024)
Safa Gasmi, Akila Djebbar, Hayet Farida Merouani
Boruta Feature Selection Method for Optimizing a Case-Based Reasoning Model to Predict Heart Disease. Int. J. Pattern Recognit. Artif. Intell. 37 (14) (2023)
Hayet Saadi, Hayet Farida Merouani, Ahlem Melouah, Zahia Guessoum, Saida Lemnadjlia, Nacereddine Boukabach
Multi-agents system for breast tumour detection in mammography by deep learning pre-processing and watershed segmentation. Int. J. Comput. Vis. Robotics 12 (6) (2022)
Ilhem Tarchoune, Akila Djebbar, Hayet Farida Merouani, Doha Hadji
An Improved Random Forest Based on Feature Selection and Feature Weighting for Case Retrieval in CBR Systems: Application to Medical Data. Int. J. Softw. Innov. 10 (1) (2022)
Asma Chebli, Akila Djebbar, Hayet Farida Merouani, Hakim Lounis
Case-Base Maintenance: An Approach Based on Active Semi-Supervised Learning. Int. J. Pattern Recognit. Artif. Intell. 35 (11) (2021)
Akila Djebbar, Hayet Farida Merouani, Hayet Djellali
A new case-deletion strategy for case-base maintenance based on K-means Clustering Algorithm applied to medical data. Intell. Decis. Technol. 15 (4) (2021)
Sawsen Boudraa, Ahlem Melouah, Hayet Farida Merouani
Improving mass discrimination in mammogram-CAD system using texture information and super-resolution reconstruction. Evol. Syst. 11 (4) (2020)
Ammar Ladjailia, Imed Bouchrika, Hayet Farida Merouani, Nouzha Harrati, Zohra Mahfouf
Human activity recognition via optical flow: decomposing activities into basic actions. Neural Comput. Appl. 32 (21) (2020)
Sarah Benmazou, Hayet Farida Merouani
Wavelet based feature extraction method for breast cancer diagnosis. ATSIP (2018)
Laimeche Lakhdar, Hayet Farida Merouani, Smaine Mazouzi
A new feature extraction scheme in wavelet transform for stego image classification. Evol. Syst. 9 (3) (2018)
Zohra Mahfouf, Hayet Farida Merouani, Imed Bouchrika, Nouzha Harrati
Investigating the use of motion-based features from optical flow for gait recognition. Neurocomputing 283 (2018)
Chokri Ferkous, Hayet Farida Merouani
Mammographic mass classification according to Bi-RADS lexicon. IET Comput. Vis. 11 (3) (2017)
Akram Boukhamla, Hayet Farida Merouani, Hocine Sissaoui
Parallelization of filtered back-projection algorithm for computed tomography. Evol. Syst. 7 (3) (2016)
Ahlem Refai, Hayet Farida Merouani, Hayet Aouras
Maintenance of a Bayesian network: application using medical diagnosis. Evol. Syst. 7 (3) (2016)
Abdessalem Kelaiaia, Hayet Farida Merouani
Clustering with probabilistic topic models on arabic texts: a comparative study of LDA and K-means. Int. Arab J. Inf. Technol. 13 (2) (2016)
Mohamed Mokhtar Bendib, Hayet Farida Merouani, Fatma Diaba
Automatic segmentation of brain MRI through stationary wavelet transform and random forests. Pattern Anal. Appl. 18 (4) (2015)
Hamoud Meriem, Hayet Farida Merouani, Laimeche Lakhdar
The power laws: Zipf and inverse Zipf for automated segmentation and classification of masses within mammograms. Evol. Syst. 6 (3) (2015)
Samira Chebbout, Hayet Farida Merouani
A Novel Saliency Detection Model based on Self Organizing Tree Algorithm. IPAC (2015)
Mohamed Tahar Abdelkrim, Hayet Farida Merouani, Zoubida Benhammadi
Object tracking based on the somatosensory system. Evol. Syst. 6 (3) (2015)
Mohamed Mokhtar Bendib, Hayet Farida Merouani, Fatma Diaba
Automatic Generation of Suitable DWT Sub-band - An Application to Brain MRI Classification. VISAPP (3) (2015)
Sarah Benmazou, Hayet Farida Merouani, Soumia Layachi, Beledjhem Nedjmeddine
Classification of mammography images based on cellular automata and Haralick parameters. Evol. Syst. 5 (3) (2014)
Mohamed Mokhtar Bendib, Hayet Farida Merouani, Fatma Diaba
The brain MRI classification problem from wavelets perspective. ICMV (2014)
Akila Djebbar, Hayet Farida Merouani
Optimising retrieval phase in CBR through Pearl and JLO algorithms for medical diagnosis. Int. J. Adv. Intell. Paradigms 5 (3) (2013)
Akila Djebbar, Hayet Farida Merouani
Retrieval and adaptation in CBR through Bayesian Network for diagnosis of hepatic pathologies. Int. J. Hybrid Intell. Syst. 9 (3) (2012)
Yamina Bordjiba, Hayet Farida Merouani
MPEG4 parameterization for facial deformation. ICMCS (2012)
Samira Chebbout, Hayet Farida Merouani
Comparative Study of Clustering Based Colour Image Segmentation Techniques. SITIS (2012)
Hamoud Meriem, Hayet Farida Merouani
Detection of a Region of Interest in the Images Based on Zipf Laws. SITIS (2011)
Ahlem Melouah, Hayet Farida Merouani
Hierarchical segmentation of digital mammography by agents competition. ICDIM (2008)
Akila Djebbar, Hayet Farida Merouani
MOCABBAN: a modeling case base by a bayesian network applied to the diagnosis of hepatic pathologies. CIMCA/IAWTIC (2005)
K. Idir, Hayet Farida Merouani, Y. Tlili
Image Segmentation Through Dual Pyramid of Agents. ICIAP (2005)
Hayet Farida Merouani, John A. W. McCall, Ian McKenzie, Fiona J. Gilbert
Classification of GRF texture in mammograms through discriminant analysis. ISSPA (1) (2003)