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DeepCrime: from Real Faults to Mutation Testing Tool for Deep Learning.

, , and . ICSE Companion, page 68-72. IEEE, (2023)

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An Empirical Evaluation of Mutation Operators for Deep Learning Systems., and . ICST, page 74-84. IEEE, (2020)DeepCrime: mutation testing of deep learning systems based on real faults., , and . ISSTA, page 67-78. ACM, (2021)Improving assertion oracles with evolutionary computation., , , and . GECCO Companion, page 45-46. ACM, (2021)On Testing Ethical Autonomous Decision-Making., , , , , and . Applicable Formal Methods for Safe Industrial Products, volume 14165 of Lecture Notes in Computer Science, page 3-15. Springer, (2023)Testing machine learning based systems: a systematic mapping., , , , , and . Empir. Softw. Eng., 25 (6): 5193-5254 (2020)DeepMetis: Augmenting a Deep Learning Test Set to Increase its Mutation Score., , , and . ASE, page 355-367. IEEE, (2021)Taxonomy of real faults in deep learning systems., , , , , and . ICSE, page 1110-1121. ACM, (2020)An Empirical Validation of Oracle Improvement., , , and . IEEE Trans. Software Eng., 47 (8): 1708-1728 (2021)Oracle assessment, improvement and placement.. University College London, UK, (2019)British Library, EThOS.Diversifying Focused Testing for Unit Testing., , , , and . ACM Trans. Softw. Eng. Methodol., 30 (4): 44:1-44:24 (2021)