Confidence‐driven weighted retraining for predicting safety‐critical failures in autonomous driving systems

Author:

Stocco Andrea1ORCID,Tonella Paolo1ORCID

Affiliation:

1. Software Institute USI Lugano Switzerland

Funder

H2020 European Research Council

Publisher

Wiley

Subject

Software

Reference61 articles.

1. Testing Machine Learning based Systems: A Systematic Mapping;Riccio V;Empir Software Eng,2020

2. NargizH GunelJ GabrieleB VincenzoR AndreaS PaoloT.Taxonomy of Real Faults in Deep Learning Systems. In: ICSE'20:12 pagesACM;2020.

3. BojarskiM Del TestaD DworakowskiD et al.End to end learning for self‐driving cars.CoRR.2016;abs/1604.07316.

4. ZhangQ WangH LuH WonD YoonSW.Medical image synthesis with generative adversarial networks for tissue recognition. In: IEEE;2018.

5. Learning from longitudinal data in electronic health record and genetic data to improve cardiovascular event prediction;Zhao J;Sci Rep,2019

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