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DNN Explanation for Safety Analysis: an Empirical Evaluation of Clustering-based Approaches.

, , , and . CoRR, (2023)

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Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering., , , and . ACM Trans. Softw. Eng. Methodol., 32 (3): 79:1-79:40 (May 2023)DNN Explanation for Safety Analysis: an Empirical Evaluation of Clustering-based Approaches., , , and . CoRR, (2023)Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning., , , and . CoRR, (2020)HUDD: A tool to debug DNNs for safety analysis., , and . ICSE-Companion, page 100-104. ACM/IEEE, (2022)V2V-based vehicle risk assessment and control for lane-keeping and collision avoidance., , , and . ICM, page 1-5. IEEE, (2017)Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning., , , and . (April 2021)Vehicular Safety Applications and Approaches: A Technical Survey., and . CoRR, (2022)Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering., , , and . CoRR, (2022)Simulator-based Explanation and Debugging of Hazard-triggering Events in DNN-based Safety-critical Systems., , , and . ACM Trans. Softw. Eng. Methodol., 32 (4): 104:1-104:47 (July 2023)Vehicle Risk Assessment and Control for Lane-Keeping and Collision Avoidance at Low-Speed and High-Speed Scenarios., , and . IEEE Trans. Veh. Technol., 67 (6): 4806-4818 (2018)