Hayet Farida Merouani

35 papers C 1Misc 2Journal 22Unranked 9

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