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Akila Djebbar

Observed names: A. Djebbar, Akila DJEBBAR, Djebbar Akila, Djebbar, Akila
Observed institution: Badji Mokhtar-Annaba University
ORCID: 0009-0005-4699-8755
Observed ORCID: 0009-0005-4699-8755
OpenAlex ID: A5019579912
Deep learning-assisted medical image compression challenges and opportunities: systematic review
2024 · Nour El Houda Bourai, Hayet Farida Merouani, et al. · Neural Computing and Applications · 28
Semi-Supervised Learning for Medical Application: A Survey
2018 · Asma Chebli, Akila Djebbar, et al. · International Conference on Applied Smart Systems (ICASS) · 28
Hybrid Artificial Bees Colony and Particle Swarm on Feature Selection
2018 · Hayet Djellali, Akila Djebbar, et al. · IFIP advances in information and communication technology · 24
EA-GAN: enhanced attention generative adversarial network applied to hair removal in dermoscopy images
2025 · Ghada Halladja, Akila Djebbar, et al. · Signal Image and Video Processing · 10
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Retrieval and adaptation in CBR through Bayesian Network for diagnosis of hepatic pathologies
2012 · Akila Djebbar, Hayet Farida Merouani · International Journal of Hybrid Intelligent Systems · 8
A Survey on Hybrid Case-Based Reasoning and Deep Learning Systems for Medical Data Classification
2022 · Gasmi Safa, Djebbar Akila, et al. · Advances in business information systems and analytics book series · 6
Case-Base Maintenance: An Approach Based on Active Semi-Supervised Learning
2021 · Asma Chebli, Akila Djebbar, et al. · International Journal of Pattern Recognition and Artificial Intelligence · 6
Optimising retrieval phase in CBR through Pearl and JLO algorithms for medical diagnosis
2013 · Akila Djebbar, Hayet Farida Merouani · International Journal of Advanced Intelligence Paradigms · 6
An Improved Random Forest Based on Feature Selection and Feature Weighting for Case Retrieval in CBR Systems: Application to Medical Data
2022 · Ilhem Tarchoune, Akila Djebbar, et al. · International Journal of Software Innovation · 5
3FS-CBR-IRF: improving case retrieval for case-based reasoning with three feature selection and improved random forest
2024 · Ilhem Tarchoune, Akila Djebbar, et al. · Multimedia Tools and Applications · 4
Enhancing Heart Disease Prediction using Deep Learning Model
2023 · Safa Gasmi, Akila Djebbar, et al. · All Sciences Abstracts · 4
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Improving Random Forest with Pre-pruning technique for Binary classification
2023 · Ilhem Tarchoune, Akila Djebbar, et al. · All Sciences Abstracts · 4
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Improving the performance of computer-aided diagnosis systems using semi-supervised learning: a survey and analysis
2020 · Hayet Farida Djellali Merouani, Asma Chebli, et al. · International Journal of Intelligent Information and Database Systems · 4
A Hybrid CBR Classification Model by integrating Decision Tree and Random Forest into Case Retrieval
2021 · Ilhem Tarchoune, Akila Djebbar, et al. · International Conference on Networking and Advanced Systems (ICNAS) · 3
MOCABBAN : a modeling case base by a bayesian network applied to the diagnosis of hepatic pathologies
2005 · A. Djebbar, H.F. Merouani · Computational Intelligence for Modelling, Control and Automation · 3
An Innovative CBR-Enhanced Approach for Skin Cancer Classification using Cascade Forest Model and Convolutional Neural Network with Attention Mechanism
2024 · Safa Gasmi, Akila DJEBBAR, et al. · EAI Endorsed Transactions on Pervasive Health and Technology · 2
A Case-Based Reasoning System-Based Random Forest for Classification: A Systematic Literature Review
2023 · Ilhem Tarchoune, Akila Djebbar, et al. · Advances in data mining and database management book series · 2
Case Base Maintenance: Clustering Informative, Representative and Divers Cases (C IRD)
2022 · Asma Chebli, Akila Djebbar, et al. · Lecture notes in networks and systems · 2
VoltGNN: A graph neural network for autonomous renewable energy redistribution in IoT-driven smart grids
2026 · Abderaouf Bahi, Mohamed Tarek Khadir, et al. · Energy and AI · 1
Advancing skin cancer research with machine learning and deep learning models: A systematic review
2024 · Safa Gasmi, Akila Djebbar, et al. · Journal of Pakistan Association of Dermatologists · 1
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A Novel Enhanced Random Forest for Medical Data Classification using Correlation Pearson and Best Number of Trees
2024 · Ilhem Tarchoune, Akila Djebbar, et al. · Journal of Computing Science and Engineering · 1
Boruta Feature Selection Method for Optimizing a Case-Based Reasoning Model to Predict Heart Disease
2023 · Safa Gasmi, Akila Djebbar, et al. · International Journal of Pattern Recognition and Artificial Intelligence · 1
A new case-deletion strategy for case-base maintenance based on K-means Clustering Algorithm applied to medical data
2021 · Akila Djebbar, Hayet Farida Merouani, et al. · Intelligent Decision Technologies · 1
Preserving Diagnosis, Reducing Bits: Sparsity-Controlled Linear Anatomical Attention for Medical Image Compression
2026 · Nour El Houda Bourai, Hayet Farida Merouani, et al. · Signal Image and Video Processing
Enhanced Skin Lesion Classification: A Deep Feature Extraction-Based Approach for Multi-classification of Skin Cancer Using HAM Dataset
2026 · Samaa Mukhaimar, Akila Djebbar, et al. · Lecture notes in networks and systems
Works count: 31
Citation count: 165
H-index: 6
I10-index: 5
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