Mohammed Oualid Attaoui

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Safety Analysis

Transfer Learning

Evolving Data Streams

Top Venues

ACM Trans. Softw. Eng. Methodol.

Publications

Mohammed Oualid Attaoui, Fabrizio Pastore, Lionel C. Briand
Search-based DNN Testing and Retraining with GAN-enhanced Simulations. CoRR (2024)
Mohammed Oualid Attaoui, Fabrizio Pastore, Lionel C. Briand
SAFE: Safety Analysis and Retraining of DNNs. ICSE Companion (2024)
Mohammed Oualid Attaoui, Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
Supporting Safety Analysis of Image-processing DNNs through Clustering-based Approaches. ACM Trans. Softw. Eng. Methodol. 33 (5) (2024)
Mohammed Oualid Attaoui, Nassima Dif, Hanene Azzag, Mustapha Lebbah
Regions of interest selection in histopathological images using subspace and multi-objective stream clustering. Vis. Comput. 39 (4) (2023)
Mohammed Oualid Attaoui, Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
DNN Explanation for Safety Analysis: an Empirical Evaluation of Clustering-based Approaches. CoRR (2023)
Mohammed Oualid Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes
Improved Multi-objective Data Stream Clustering with Time and Memory Optimization. CoRR (2022)
Mohammed Oualid Attaoui, Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering. CoRR (2022)
Nassima Dif, Mohammed Oualid Attaoui, Zakaria Elberrichi, Mustapha Lebbah, Hanene Azzag
Transfer learning from synthetic labels for histopathological images classification. Appl. Intell. 52 (1) (2022)
Mohammed Oualid Attaoui
Vers de nouvelles méthodes de clustering de flux de données. EGC (2022)
Mohammed Oualid Attaoui, Hanene Azzag, Nabil Keskes, Mustapha Lebbah
A New Subspace Multi-Objective Approach for the Clustering and Selection of Regions of Interests in Histopathological Images. CEC (2021)
Mohammed Oualid Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes
Subspace data stream clustering with global and local weighting models. Neural Comput. Appl. 33 (8) (2021)
Mohammed Oualid Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune
Soft Subspace Growing Neural Gas pour le Clustering de Flux de Données. EGC (2020)
Mohammed Oualid Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes
Multi-objective data stream clustering. GECCO Companion (2020)
Mohammed Oualid Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune
Soft Subspace Topological Clustering over Evolving Data Stream. WSOM+ (2019)
Mohammed Oualid Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune
Soft Subspace Growing Neural Gas for Data Stream Clustering. ICANN (4) (2019)