Faouzi Adjed

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Gabor Filter Bank

Naive Bayes Models

Textural Features

Top Venues

Multim. Tools Appl.

Publications

Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed
Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models. CoRR (2024)
Afef Awadid, Kahina Amokrane-Ferka, Henri Sohier, Juliette Mattioli, Faouzi Adjed, Martin Gonzalez, Souhaiel Khalfaoui
AI Systems Trustworthiness Assessment: State of the Art. MODELSWARD (2024)
Faouzi Adjed, Mallek Mziou-Sallami, Frédéric Pelliccia, Mehdi Rezzoug, Lucas Schott, Christophe Bohn, Yesmina Jaâfra
Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models. Neural Comput. Appl. 34 (19) (2022)
Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
Leveraging generative models to characterize the failure conditions of image classifiers. AISafety@IJCAI (2022)
Imen Smati, Rania Khalsi, Mallek Mziou-Sallami, Faouzi Adjed, Faouzi Ghorbel
Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks. ICAART (Revised Selected Paper (2022)
Mallek Mziou-Sallami, Faouzi Adjed
Towards a Certification of Deep Image Classifiers against Convolutional Attacks. ICAART (2) (2022)
Waad Almasri, Dimitri Bettebghor, Faouzi Adjed, Fakhreddine Ababsa, Florence Danglade
GMCAD: an original Synthetic Dataset of 2D Designs along their Geometrical and Mechanical Conditions. ISM (2021)
Waad Almasri, Dimitri Bettebghor, Fakhreddine Ababsa, Florence Danglade, Faouzi Adjed
Deep Learning Architecture for Topological Optimized Mechanical Design Generation with Complex Shape Criterion. IEA/AIE (1) (2021)
Faouzi Adjed, Syed Jamal Safdar Gardezi, Fakhreddine Ababsa, Ibrahima Faye, Sarat Chandra Dass
Fusion of structural and textural features for melanoma recognition. IET Comput. Vis. 12 (2) (2018)
Syed Jamal Safdar Gardezi, Faouzi Adjed, Ibrahima Faye, Nidal S. Kamel, Mohamed Meselhy Eltoukhy
Segmentation of pectoral muscle using the adaptive gamma corrections. Multim. Tools Appl. 77 (3) (2018)
Syed Jamal Safdar Gardezi, Ibrahima Faye, Faouzi Adjed, Nidal S. Kamel, Mohamed Meselhy Eltoukhy
Mammogram Classification Using Curvelet GLCM Texture Features and GIST Features. AISI (2016)