Mohammed Oualid Attaoui

20 papers A* 1B 1Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
ClusterXplain: a Clustering-based Tool for DNN components Debugging.
SIGSOFT FSE Companion
Mohammed Oualid Attaoui, Fabrizio Pastore
2025 A* conf
DESIGNATOR: a Toolset for Automated GAN-enhanced Search-based Testing and Retraining of DNNs in Martian Environments.
ASE
Mohammed Oualid Attaoui, Fabrizio Pastore
2025 J jnl
GAN-enhanced Simulation-driven DNN Testing in Absence of Ground Truth.
CoRR
Mohammed Oualid Attaoui, Fabrizio Pastore
2025 J jnl
Search-Based DNN Testing and Retraining With GAN-Enhanced Simulations.
IEEE Trans. Software Eng.
Mohammed Oualid Attaoui, Fabrizio Pastore, Lionel C. Briand
2024 — conf
SAFE: Safety Analysis and Retraining of DNNs.
ICSE Companion
Mohammed Oualid Attaoui, Fabrizio Pastore, Lionel C. Briand
2024 J jnl
Search-based DNN Testing and Retraining with GAN-enhanced Simulations.
CoRR
Mohammed Oualid Attaoui, Fabrizio Pastore, Lionel C. Briand
2024 J jnl
Supporting Safety Analysis of Image-processing DNNs through Clustering-based Approaches.
ACM Trans. Softw. Eng. Methodol.
Mohammed Oualid Attaoui, Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
2023 J jnl
DNN Explanation for Safety Analysis: an Empirical Evaluation of Clustering-based Approaches.
CoRR
Mohammed Oualid Attaoui, Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
2023 J jnl
Regions of interest selection in histopathological images using subspace and multi-objective stream clustering.
Vis. Comput.
Mohammed Oualid Attaoui, Nassima Dif, Hanene Azzag, Mustapha Lebbah
2022 J jnl
Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering.
CoRR
Mohammed Oualid Attaoui, Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
2022 J jnl
Improved Multi-objective Data Stream Clustering with Time and Memory Optimization.
CoRR
Mohammed Oualid Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes
2022 J jnl
Transfer learning from synthetic labels for histopathological images classification.
Appl. Intell.
Nassima Dif, Mohammed Oualid Attaoui, Zakaria Elberrichi, Mustapha Lebbah, Hanene Azzag
2022 — conf
Vers de nouvelles méthodes de clustering de flux de données.
EGC
Mohammed Oualid Attaoui
2021 B conf
A New Subspace Multi-Objective Approach for the Clustering and Selection of Regions of Interests in Histopathological Images.
CEC
Mohammed Oualid Attaoui, Hanene Azzag, Nabil Keskes, Mustapha Lebbah
2021 J jnl
Subspace data stream clustering with global and local weighting models.
Neural Comput. Appl.
Mohammed Oualid Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes
2021 — —
Towards new methods of clustering data stream. (Vers de nouvelles méthodes de clustering de flux de données).
Mohammed Oualid Attaoui
2020 — conf
Multi-objective data stream clustering.
GECCO Companion
Mohammed Oualid Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes
2020 — conf
Soft Subspace Growing Neural Gas pour le Clustering de Flux de Données.
EGC
Mohammed Oualid Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune
2019 — conf
Soft Subspace Growing Neural Gas for Data Stream Clustering.
ICANN (4)
Mohammed Oualid Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune
2019 — conf
Soft Subspace Topological Clustering over Evolving Data Stream.
WSOM+
Mohammed Oualid Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune