Mohammed Oualid Attaoui

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▷ joint publications with Fabrizio Pastore

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Publications

2025
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Mohammed Oualid Attaoui, Fabrizio Pastore, Lionel C. Briand:
Search-Based DNN Testing and Retraining With GAN-Enhanced Simulations. IEEE Trans. Software Eng. 51(4): 1086-1103 (2025)
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Mohammed Oualid Attaoui, Fabrizio Pastore:
DESIGNATOR: a Toolset for Automated GAN-enhanced Search-based Testing and Retraining of DNNs in Martian Environments. ASE 2025: 3981-3984
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Mohammed Oualid Attaoui, Fabrizio Pastore:
ClusterXplain: a Clustering-based Tool for DNN components Debugging. SIGSOFT FSE Companion 2025: 1065-1069
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Mohammed Oualid Attaoui, Fabrizio Pastore:
GAN-enhanced Simulation-driven DNN Testing in Absence of Ground Truth. CoRR abs/2503.15953 (2025)
2024
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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): 130:1-130:48 (2024)
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Mohammed Oualid Attaoui, Fabrizio Pastore, Lionel C. Briand:
SAFE: Safety Analysis and Retraining of DNNs. ICSE Companion 2024: 74-78
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  - journals/corr/abs-2406-13359
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Mohammed Oualid Attaoui, Fabrizio Pastore, Lionel C. Briand:
Search-based DNN Testing and Retraining with GAN-enhanced Simulations. CoRR abs/2406.13359 (2024)
2023
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Mohammed Walid Attaoui, Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand:
Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering. ACM Trans. Softw. Eng. Methodol. 32(3): 79:1-79:40 (2023)
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Mohammed Oualid Attaoui, Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand:
DNN Explanation for Safety Analysis: an Empirical Evaluation of Clustering-based Approaches. CoRR abs/2301.13506 (2023)
2022
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  - journals/corr/abs-2201-05077
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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 abs/2201.05077 (2022)

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