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Michael Weiss
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Testing machine learning based systems: a systematic mapping
V Riccio, G Jahangirova, A Stocco, N Humbatova, M Weiss, P Tonella
Empirical Software Engineering 25, 5193-5254, 2020
1912020
Misbehaviour prediction for autonomous driving systems
A Stocco, M Weiss, M Calzana, P Tonella
Proceedings of the ACM/IEEE 42nd international conference on software …, 2020
1412020
Simple techniques work surprisingly well for neural network test prioritization and active learning (replicability study)
M Weiss, P Tonella
Proceedings of the 31st ACM SIGSOFT International Symposium on Software …, 2022
352022
Fail-safe execution of deep learning based systems through uncertainty monitoring
M Weiss, P Tonella
2021 IEEE 14th International Conference on Software Testing, Validation and …, 2021
332021
Sats: A universal spectrum auction test suite
M Weiss, B Lubin, S Seuken
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017
332017
Uncertainty-Wizard: Fast and User-Friendly Neural Network Uncertainty Quantification
M Weiss, P Tonella
2021 IEEE 14th International Conference on Software Testing, Validation and …, 2021
222021
The Power of Local Manipulation Strategies in Assignment Mechanisms.
T Mennle, M Weiss, B Philipp, S Seuken
IJCAI, 82-89, 2015
212015
A review and refinement of surprise adequacy
M Weiss, R Chakraborty, P Tonella
2021 IEEE/ACM Third International Workshop on Deep Learning for Testing and …, 2021
142021
Uncertainty quantification for deep neural networks: An empirical comparison and usage guidelines
M Weiss, P Tonella
Software Testing, Verification and Reliability 33 (6), e1840, 2023
72023
Generating and detecting true ambiguity: a forgotten danger in DNN supervision testing
M Weiss, AG Gómez, P Tonella
Empirical Software Engineering 28 (6), 146, 2023
5*2023
CheapET-3: cost-efficient use of remote DNN models
M Weiss
Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022
12022
Predicting Safety-Critical Misbehaviours in Autonomous Driving Systems using Autoencoders
A Stocco, M Weiss, M Calzana, P Tonella
ICSE 2020 Posters-track, 2020
12020
Adopting Two Supervisors for Efficient Use of Large-Scale Remote Deep Neural Networks
M Weiss, P Tonella
ACM Transactions on Software Engineering and Methodology 33 (1), 1-29, 2023
2023
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