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Rayene Bounab
Affiliation : Université Constantine 2
- 9Publications (affiliation in Algeria)
- 10Total publications
- 124Citations
- 4h-index
Research profile
Rayene Bounab has 9 indexed publications (2023–2026). Their work appears mainly in “IEEE Access”, “Multimedia Tools and Applications” and “Lecture notes in networks and systems”. Their most cited article, “Enhancing Medicare Fraud Detection Through Machine Learning: Addressing Class Imbalance With SMOTE-ENN” (2024), has been cited 72 times. 7 of these publications date from the last three years of activity. Their work is co-authored with at least 4 researchers.
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Create my free profile Add my publicationsResearch areas
- Dementia and Cognitive Impairment Research
- Artificial Intelligence in Healthcare
- Imbalanced Data Classification Techniques
- Functional Brain Connectivity Studies
- Alzheimer's disease research and treatments
Publications (9)
- Corrections to “Enhancing Medicare Fraud Detection Through Machine Learning: Addressing Class Imbalance With SMOTE-ENN”
- Survey on machine learning for MRI and PET fusion in alzheimer’s disease
- Enhancing Alzheimer’s Disease Classification with Embedded RidgeClassifier MRI Regions of Interest Selection
- Enhancing Medicare Fraud Detection Through Machine Learning: Addressing Class Imbalance With SMOTE-ENN
- A Novel Machine Learning Approach For handling Imbalanced Data: Leveraging SMOTE-ENN and XGBoost
- Optimizing gene selection for Alzheimer’s disease classification: A Bayesian approach to filter and embedded techniques
- Optimizing Machine Learning for Healthcare Fraud Detection: A Framework Using Hybrid Feature Selection and Hyperparameter Tuning
- Same-Subject-Modalities-Interactions: A Novel Framework for MRI and PET Multi-Modality Fusion for Alzheimer’s Disease Classification
- Embedded Gene Expression Data Based On RidgeClassifier For Alzheimer’s Disease Classification
Publication venues
- IEEE Access × 3
- Multimedia Tools and Applications × 1
- Lecture notes in networks and systems × 1
- International Conference on Pattern Analysis and Intelligent Systems (PAIS) × 1
- Applied Soft Computing × 1
- International Conference on Advanced Aspects of Software Engineering (ICAASE) × 1
Publications per year
- 20261
- 20252
- 20244
- 20232
Collaborations
Partner institutions : University Frères Mentouri Constantine 1
Co-authors
Bibliographic data from OpenAlex (open database).
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