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ORCIDHazem M. Fahmy
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2020 – today
- 2024
[j5]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)- 2023
- [j4]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) - [j3]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): 104:1-104:47 (2023) - [i7]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
- [c3]Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand:
HUDD: A tool to debug DNNs for safety analysis. ICSE-Companion 2022: 100-104 - [i6]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) - [i5]Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand:
Simulator-based explanation and debugging of hazard-triggering events in DNN-based safety-critical systems. CoRR abs/2204.00480 (2022) - [i4]Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand:
HUDD: A tool to debug DNNs for safety analysis. CoRR abs/2210.08356 (2022) - [i3]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 abs/2210.08357 (2022) - [i2]Hazem M. Fahmy, Sabita Mahrajan:
Vehicular Safety Applications and Approaches: A Technical Survey. CoRR abs/2211.10369 (2022) - 2021
- [j2]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): 1641-1657 (2021) - [d2]Hazem M. Fahmy, Fabrizio Pastore, Mojtaba Bagherzadeh, Lionel Claude Briand:
Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning. Version 2. Zenodo, 2021 [all versions]
- [d1]Hazem M. Fahmy, Fabrizio Pastore, Mojtaba Bagherzadeh, Lionel C. Briand:
Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning. Version 1. Zenodo, 2021 [all versions] - 2020
- [i1]Hazem M. Fahmy, Mojtaba Bagherzadeh, Fabrizio Pastore, Lionel C. Briand:
Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning. CoRR abs/2002.00863 (2020)
2010 – 2019
- 2018
- [j1]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): 4806-4818 (2018) - [c2]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: 739-742 - 2017
- [c1]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: 1-5
Coauthor Index
aka: Lionel Claude Briand
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