Improving breast cancer diagnosis in mammograms with progressive transfer learning and ensemble deep learning
M Khaled, F Touazi, D Gaceb
Arabian Journal for Science and Engineering 50 (10), 7697-7720, 2025 , pages N/A
DOI : 10.1007/s13369-024-09428-1 | Citations : 14 | Source : Google Scholar

A Comprehensive Review on Dataset Pruning for Medical Imaging
A Sedda, D Gaceb, F Touazi, T Benzenati
2025 International Conference on Artificial Intelligence and Innovative …, 2025 , pages N/A
DOI : 10.1109/AIIA68273.2025.11383583 | Source : Google Scholar

Curriculum Learning in Medical Image Analysis
R Meghatria, D Gaceb, F Touazi
2025 International Conference on Artificial Intelligence and Innovative …, 2025 , pages N/A
DOI : 10.1109/AIIA68273.2025.11383658 | Source : Google Scholar

Review on deep learning optimization using knowledge and dataset distillation in medical imaging diagnostics
NE Laribi, D Gaceb, A Rezoug, F Touazi
The Second National Conference on Applications of Artificial Intelligence 2 …, 2025 , pages N/A
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Enhancing Skin Cancer Detection Using Curriculum Learning In Ensemble Deep Learning Context
R Meghatria, D Gaceb, F Touazi, T Boukert, SB Aidrene
5th International Workshop of IT-professionals on Artificial Intelligence …, 2025 , pages N/A
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Localization-Guided Semantic Segmentation Framework for Breast Ultrasound Lesions Using BUS_UCLM
F Arioua, F Touazi, D Gaceb, T Benzenati, I Telkhoukh, NE Magaz
5th International Workshop of IT-professionals on Artificial Intelligence …, 2025 , pages N/A
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Proceedings of the Second Conference on Applications of Artificial Intelligence (A2I'25)
F Touazi, D Belkasmi, T Benzenati, Y Yahiatene, M Boulif, A Daoui
The Second Conference on Applications of Artificial Intelligence (A2IA'25) 1 (1), 2025 , pages N/A
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Comparative Evaluation of StyleGAN3-Based Augmentation Strategies for Enhanced Medical Image Classification
F Touazi, D Gaceb, A Tadrist, S Bakiri
Computer Modeling and Intelligent Systems 2025 3988 (1), 97-111, 2025 , pages N/A
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Application of deep transfer learning in medical imaging for thyroid lesion diagnostic assistance
L Chaouchi, D Gaceb, F Touazi, D Djani, A Yakoub
2024 8th International Conference on Image and Signal Processing and their …, 2024 , pages N/A
DOI : 10.1109/ISPA59904.2024.10536856 | Citations : 5 | Source : Google Scholar

Enhancing Breast Mass Cancer Detection Through Hybrid ViT-Based Image Segmentation Model
F Touazi, D Gaceb, N Boudissa, S Assas
International Conference on Computing Systems and Applications, 126-135, 2024 , pages N/A
| Citations : 3 | Source : Google Scholar

Progressive deep transfer learning for accurate glaucoma detection in medical imaging
A Yakoub, D Gaceb, F Touazi, N Bourahla
2024 8th International Conference on Image and Signal Processing and their …, 2024 , pages N/A
DOI : 10.1109/ISPA59904.2024.10536857 | Citations : 3 | Source : Google Scholar

Ensemble Deep Learning of CNN vs Vision Transformers for Brain Lesion Classification on MRI Images.
N Laribi, D Gaceb, F Touazi, A Rezoug, A Sahad, MO Reggai
IDDM, 203-219, 2024 , pages N/A
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Application of Dataset Pruning and Dynamic Transfer Learning on Vision Transformers for MGMT Prediction on Brain MRI Images
N Laribi, D Gaceb, F Touazi, A Rezoug
1st International Conference on Innovative and Intelligent Information …, 2024 , pages N/A
DOI : 10.1109/IC3IT63743.2024.10869431 | Citations : 2 | Source : Google Scholar

A Self-Supervised Learning Approach for Detecting Brca Mutations in Breast Cancer Histopathological Images
T Fayçal, G Djamel, B Chaima, L Besma
7th International Conference on Informatics & Data-Driven Medicine 3892 (1 …, 2024 , pages N/A
| Citations : 2 | Source : Google Scholar

Computer-Assisted Transcription of Scanned Arabic Handwritting Using ConvNeXt Model and Siamese Network
S Faouci, D Gaceb, F Touazi, M Haddad, N Laribi, A Titoun
2024 International Conference on Telecommunications and Intelligent Systems …, 2024 , pages N/A
DOI : 10.1109/ICTIS62692.2024.10894295 | Source : Google Scholar

Progressive and Combined Deep Transfer Learning for pneumonia diagnosis in chest X-ray images
M Khaled, D Gaceb, F Touazi, A Otsmane, F Boutoutaou
6th International Conference on Informatics & Data-Driven Medicine, 2023 , pages N/A
| Citations : 9 | Source : Google Scholar

Two-Stage Approach for Semantic Image Segmentation of Breast Cancer: Deep Learning and Mass Detection in Mammographic images
F TOUAZI, D GACEB, M CHIRANE, S HERZALLAH
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| Citations : 8 | Source : Google Scholar

Blood cells image segmentation and counting using deep transfer learning
G Aghiles, NM Lamine, T Faycal, G Djamel, YM Riad
1st International Conference on Advanced Innovations in Smart Cities (ICAISC …, 2023 , pages N/A
| Citations : 3 | Source : Google Scholar

New CNN stacking model for classification of medical imaging modalities and anatomical organs on medical images
M Khaled, D Gaceba, F Touazi, CA Aouchiche, Y Bellouche, A Titoun
6th International Conference on Informatics & Data-Driven Medicine 3609, 174-188, 2023 , pages N/A
| Citations : 3 | Source : Google Scholar

Handling qualitative conditional preference queries in SPARQL: possibilistic logic approach
F Touazi, A Boustil
International Journal of Web Information Systems 19 (5-6), 208-243, 2023 , pages N/A
DOI : 10.1108/ijwis-05-2023-0077 | Source : Google Scholar

A progressive deep transfer learning for the diagnosis of alzheimer’s disease on brain mri images
N Laribi, D Gaceb, A Benmira, S Bakiri, A Tadrist, A Rezoug, A Titoun, ...
International Conference on Artificial Intelligence: Theories and …, 2022 , pages N/A
DOI : 10.1007/978-3-031-28540-0_6 | Citations : 5 | Source : Google Scholar

Bi-ESRGAN: A New Approach of Document Image Super-Resolution Based on Dual Deep Transfer Learning
Z Kezzoula, D Gaceb, Z Akli, A Kahouli, A Titoun, F Touazi
International Conference on Artificial Intelligence: Theories and …, 2022 , pages N/A
DOI : 10.1007/978-3-031-28540-0_9 | Citations : 2 | Source : Google Scholar

Symbolic possibilistic logic: completeness and inference methods
C Cayrol, D Dubois, F Touazi
Journal of Logic and Computation 28 (1), 219-244, 2018 , pages N/A
DOI : 10.1007/978-3-319-20807-7_44 | Citations : 16 | Source : Google Scholar

Possibilistic reasoning from partially ordered belief bases with the sure thing principle
C Cayrol, D Dubois, F Touazi
IfColog Journal of Logics and their Applications (FLAP) 5 (1), 5-40, 2018 , pages N/A
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Raisonnement avec des croyances partiellement ordonnées
F Touazi
Institut National Polytechnique de Toulouse-INPT, 2016 , pages N/A
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Possibilistic reasoning with partially ordered beliefs
F Touazi, C Cayrol, D Dubois
Journal of Applied Logic 13 (4), 770-798, 2015 , pages N/A
DOI : 10.1016/j.jal.2015.09.002 | Citations : 32 | Source : Google Scholar

Erratum to: Database preference queries-a possibilistic logic approach with symbolic priorities
D Dubois, A Hadjali, H Prade, F Touazi
Annals of Mathematics and Artificial Intelligence 73 (3), 359-363, 2015 , pages N/A
| Citations : 8 | Source : Google Scholar

La logique possibiliste avec poids symboliques: une preuve de complétude
C Cayrol, D Dubois, F Touazi
24eme Conference Francophone sur la Logique Floue et ses Applications (LFA …, 2015 , pages N/A
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Inférence sur des bases partiellement ordonnées: Implémentation
C Cayrol, D Dubois, F Touazi
IRIT: Institut de Recherche en Informatique de Toulouse, 2015 , pages N/A
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La logique possibiliste avec poids symboliques: une preuve de complétude Possibilistic logic with symbolic weights: a completeness proof
C Cayrol, D Dubois, F Touazi
Rencontres francophones sur la Logique Floue et ses Applications, 2015 , pages N/A
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Erratum to: Database preference queries - a possibilistic logic approach with symbolic priorities
D. Dubois, A. Hadjali, H. Prade, Fayçal Touazi
Annals of Mathematics and Artificial Intelligence, pages N/A
DOI : 10.1007/s10472-014-9446-2 | Citations : 39 | Source : Semantic Scholar

On the semantics of partially ordered bases
C Cayrol, D Dubois, F Touazi
International Symposium on Foundations of Information and Knowledge Systems …, 2014 , pages N/A
DOI : 10.1007/978-3-319-04939-7_6 | Citations : 10 | Source : Google Scholar

Ordres partiels entre sous-ensembles d’un ensemble partiellement ordonné
C Cayrol, D Dubois, F Touazi
Rapport de recherche RR–2014-02–FR, IRIT, Université Paul Sabatier, Toulouse, 2014 , pages N/A
| Citations : 7 | Source : Google Scholar

Fermeture déductive d’une base partiellement ordonnée
C Cayrol, D Dubois, F Touazi
Rapport de recherche RR–2014-08–FR, IRIT, Université Paul Sabatier, Toulouse, 2014 , pages N/A
| Citations : 3 | Source : Google Scholar

On the deductive closure of a partially ordered propositional belief base
C Cayrol, D Dubois, F Touazi
8èmes Journées d'Intelligence Artificielle Fondamentale (JAIF 2014), en …, 2014 , pages N/A
| Citations : 1 | Source : Google Scholar

Conditional preference nets and possibilistic logic
D Dubois, H Prade, F Touazi
European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2013 , pages N/A
DOI : 10.1007/978-3-642-39091-3_16 | Citations : 22 | Source : Google Scholar

Conditional Preference-nets, possibilistic logic, and the transitivity of priorities
D Dubois, H Prade, F Touazi
International Conference on Innovative Techniques and Applications of …, 2013 , pages N/A
DOI : 10.1007/978-3-319-02621-3_12 | Citations : 16 | Source : Google Scholar

A possibilistic logic approach to conditional preference queries
D Dubois, H Prade, F Touazi
International Conference on Flexible Query Answering Systems, 376-388, 2013 , pages N/A
DOI : 10.1007/978-3-642-40769-7_33 | Citations : 6 | Source : Google Scholar

Conditional preference networks and possibilistic logic
D Dubois, H Prade, F Touazi
Proceedings 12th Eur. Conf. on Symbolic and Quantitative Approaches to …, 2013 , pages N/A
| Citations : 6 | Source : Google Scholar

Réseaux de préférences conditionnelles et logique possibiliste
D Dubois, H Prade, F Touazi
7 Journées d'Intelligence Artificielle Fondamentale (JIAF), 127, 2013 , pages N/A
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Handling partially ordered preferences in possibilistic logic - A survey discussion -
D Dubois, H Prade, F Touazi
Proc. ECAI 2012 Workshop on Weighted Logics for AI, 91-98, 2012 , pages N/A
| Citations : 5 | Source : Google Scholar