Hazem M. Fahmy

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Safety Analysis

Nuclear Power Plant

Unsupervised Learning

Top Venues

ACM Trans. Softw. Eng. Methodol.

IEEE Trans. Reliab.

Publications

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)
Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand, Thomas Stifter
Simulator-based Explanation and Debugging of Hazard-triggering Events in DNN-based Safety-critical Systems. ACM Trans. Softw. Eng. Methodol. 32 (4) (2023)
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) (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)
Hazem M. Fahmy, Sabita Mahrajan
Vehicular Safety Applications and Approaches: A Technical Survey. CoRR (2022)
Hazem M. Fahmy, Mohamed A. Abd El Ghany, Gerd Baumann
Vehicle Risk Assessment and Control for Lane-Keeping and Collision Avoidance in Urban and Highway Driving Scenarios. CoRR (2022)
Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
HUDD: A tool to debug DNNs for safety analysis. 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)
Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
HUDD: A tool to debug DNNs for safety analysis. ICSE-Companion (2022)
Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand
Simulator-based explanation and debugging of hazard-triggering events in DNN-based safety-critical systems. CoRR (2022)
Hazem M. Fahmy, Fabrizio Pastore, Mojtaba Bagherzadeh, Lionel C. Briand
Supporting Deep Neural Network Safety Analysis and Retraining Through Heatmap-Based Unsupervised Learning. IEEE Trans. Reliab. 70 (4) (2021)
Hazem M. Fahmy, Mojtaba Bagherzadeh, Fabrizio Pastore, Lionel C. Briand
Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning. CoRR (2020)
Hazem M. Fahmy, Mohamed A. Abd El Ghany, Gerd Baumann
Vehicle Risk Assessment and Control for Lane-Keeping and Collision Avoidance at Low-Speed and High-Speed Scenarios. IEEE Trans. Veh. Technol. 67 (6) (2018)
Mohamed Yousef, Ahmed Hosny, Wessam Gamil, Mohamed Adel, Hazem M. Fahmy, M. Saeed Darweesh, Hassan Mostafa
Dual-Mode Forward Collision Avoidance Algorithm Based on Vehicle-to-Vehicle (V2V) Communication. MWSCAS (2018)
Hazem M. Fahmy, Gerd Baumann, Mohamed A. Abd El Ghany, Hassan Mostafa
V2V-based vehicle risk assessment and control for lane-keeping and collision avoidance. ICM (2017)