Hazem M. Fahmy

15 papers Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
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
Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering.
ACM Trans. Softw. Eng. Methodol.
Mohammed Walid 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
Simulator-based Explanation and Debugging of Hazard-triggering Events in DNN-based Safety-critical Systems.
ACM Trans. Softw. Eng. Methodol.
Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand, Thomas Stifter
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 — conf
HUDD: A tool to debug DNNs for safety analysis.
ICSE-Companion
Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
2022 J jnl
HUDD: A tool to debug DNNs for safety analysis.
CoRR
Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
2022 J jnl
Simulator-based explanation and debugging of hazard-triggering events in DNN-based safety-critical systems.
CoRR
Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
2022 J jnl
Vehicle Risk Assessment and Control for Lane-Keeping and Collision Avoidance in Urban and Highway Driving Scenarios.
CoRR
Hazem M. Fahmy, Mohamed A. Abd El Ghany, Gerd Baumann
2022 J jnl
Vehicular Safety Applications and Approaches: A Technical Survey.
CoRR
Hazem M. Fahmy, Sabita Mahrajan
2021 J jnl
Supporting Deep Neural Network Safety Analysis and Retraining Through Heatmap-Based Unsupervised Learning.
IEEE Trans. Reliab.
Hazem M. Fahmy, Fabrizio Pastore, Mojtaba Bagherzadeh, Lionel C. Briand
2020 J jnl
Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning.
CoRR
Hazem M. Fahmy, Mojtaba Bagherzadeh, Fabrizio Pastore, Lionel C. Briand
2018 — conf
Dual-Mode Forward Collision Avoidance Algorithm Based on Vehicle-to-Vehicle (V2V) Communication.
MWSCAS
Mohamed Yousef, Ahmed Hosny, Wessam Gamil, Mohamed Adel, Hazem M. Fahmy, M. Saeed Darweesh, Hassan Mostafa
2018 J jnl
Vehicle Risk Assessment and Control for Lane-Keeping and Collision Avoidance at Low-Speed and High-Speed Scenarios.
IEEE Trans. Veh. Technol.
Hazem M. Fahmy, Mohamed A. Abd El Ghany, Gerd Baumann
2017 — conf
V2V-based vehicle risk assessment and control for lane-keeping and collision avoidance.
ICM
Hazem M. Fahmy, Gerd Baumann, Mohamed A. Abd El Ghany, Hassan Mostafa