Akila Djebbar

15 papers Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
EA-GAN: enhanced attention generative adversarial network applied to hair removal in dermoscopy images.
Signal Image Video Process.
Ghada Halladja, Akila Djebbar, Ahmed Boulemden, Ahlem Melouah, Yousra Mebarki
2024 J jnl
3FS-CBR-IRF: improving case retrieval for case-based reasoning with three feature selection and improved random forest.
Multim. Tools Appl.
Ilhem Tarchoune, Akila Djebbar, Hayet Farida Merouani-Djellali, Djamel Zenakhra
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
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
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
Improving the performance of computer-aided diagnosis systems using semi-supervised learning: a survey and analysis.
Int. J. Intell. Inf. Database Syst.
Asma Chebli, Akila Djebbar, Hayet Farida Merouani-Djellali
2018 — conf
Hybrid Artificial Bees Colony and Particle Swarm on Feature Selection.
CIIA
Hayet Djellali, Akila Djebbar, Nacira Ghoualmi-Zine, Nabiha Azizi
2014 — conf
Session variability in Automatic Speaker Verification.
ICMCS
Hayet Djellali, Amirouche Radia, Akila Djebbar, Mohamed Tayeb Laskri
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 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
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