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Faouzi Adjed

Fusion of structural and textural features for melanoma recognition
2017 · Faouzi Adjed, Syed Jamal Safdar Gardezi, et al. · IET Computer Vision · 67
Classification of skin cancer images using local binary pattern and SVM classifier
2016 · Faouzi Adjed, Ibrahima Faye, et al. · AIP conference proceedings · 25
Segmentation of pectoral muscle using the adaptive gamma corrections
2017 · Syed Jamal Safdar Gardezi, Faouzi Adjed, et al. · Multimedia Tools and Applications · 15
Geometrically-driven generation of mechanical designs through deep convolutional GANs
2022 · Waad Almasri, Dimitri Bettebghor, et al. · Engineering Optimization · 14
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Deep Learning Architecture for Topological Optimized Mechanical Design Generation with Complex Shape Criterion
2021 · Waad Almasri, Dimitri Bettebghor, et al. · Lecture notes in computer science · 14
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Deep Learning for Additive Manufacturing-driven Topology Optimization
2022 · Waad ALMASRI, Florence DANGLADE, et al. · Procedia CIRP · 13
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Confidence Calibration of Classifiers with Many Classes
2024 · Adrien Le Coz, Stéphane Herbin, et al. · neural information processing systems · 10
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Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models
2022 · Faouzi Adjed, Mallek Mziou-Sallami, et al. · Neural Computing and Applications · 10
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Segmentation of skin cancer images using an extension of Chan and Vese model
2015 · Faouzi Adjed, Ibrahima Faye, et al. · 10
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A data-driven topology optimization approach to handle geometrical manufacturing constraints in the earlier steps of the design phase
2023 · Waad ALMASRI, Florence DANGLADE, et al. · Procedia CIRP · 8
Mammogram Classification Using Chi-Square Distribution on Local Binary Pattern Features
2017 · Syed Jamal Safdar Gardezi, Ibrahima Faye, et al. · Journal of Medical Imaging and Health Informatics · 8
AI Systems Trustworthiness Assessment: State of the Art
2024 · Afef Awadid, Kahina Amokrane-Ferka, et al. · International Conference on Model-Based Software and Systems Engineering (MODELSWARD) · 7
Towards a Certification of Deep Image Classifiers against Convolutional Attacks
2022 · Mallek Mziou-Sallami, Faouzi Adjed · International Conference on Agents and Artificial Intelligence (ICAART) · 7
GMCAD: an original Synthetic Dataset of 2D Designs along their Geometrical and Mechanical Conditions
2022 · Waad Almasri, Dimitri Bettebghor, et al. · Procedia Computer Science · 7
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Mammogram Classification Using Curvelet GLCM Texture Features and GIST Features
2016 · Syed Jamal Safdar Gardezi, Ibrahima Faye, et al. · Advances in intelligent systems and computing · 5
Variable selection for a mixed population applied in proteomics
2013 · F. Adjed, J.-F. Giovannelli, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 4
Leveraging generative models to characterize the failure conditions of image classifiers
2024 · LeCoz, Adrien, Herbin, Stéphane, et al. · arXiv (Cornell University) · 1
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Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models
2024 · Adrien Le Coz, Houssem Ouertatani, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 1
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Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks
2022 · Imen Smati, Rania Khalsi, et al. · Lecture notes in computer science · 1
Certification of Deep Reinforcement Learning with Multiple Outputs Using Abstract Interpretation and Safety Critical Systems
2021 · Faouzi Adjed, Frédéric Pelliccia, et al. · European Safety and Reliability Conference (ESREL) · 1
Uncovering Default Gender Biases in Publicly Accessible LLMs Through Counter-Balancing Cloze-Task (CBCT)
2026 · Faouzi Adjed, Lucas Schott, et al. · Proceedings of the AAAI Symposium Series
Measuring Scenario Coverage of an Operational Design Domain Using Maximal Uncovered Patterns
2026 · Khedher, Mohamed, Ibn, Adjed, Faouzi, et al. · HAL
Learning a Bayesian Surrogate Model for Measuring Test Coverage in Automated Driving Systems
2026 · Pierre-Samuel Gréau-Hamard, Faouzi Adjed, et al. · IEEE Annual International Computer Software and Applications Conference (COMPSAC)
An End-to-End Trustworthy Knowledge Graph Engineering Methodology
2026 · Amdouni, Emna, Mattioli, Lucas, et al. · HAL
Evaluation of Robustness, Reliability, and Safety of an Artificial Intelligence Based System
2026 · Mattioli, Lucas, Abtout, Annia, et al. · HAL
Works count: 45
Citation count: 228
H-index: 9
I10-index: 9
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