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Arnab Sharma
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Cited by
Year
Testing machine learning algorithms for balanced data usage
A Sharma, H Wehrheim
2019 12th IEEE conference on software testing, validation and verification …, 2019
372019
Higher income, larger loan? monotonicity testing of machine learning models
A Sharma, H Wehrheim
Proceedings of the 29th ACM SIGSOFT International Symposium on Software …, 2020
212020
Automatic fairness testing of machine learning models
A Sharma, H Wehrheim
Testing Software and Systems: 32nd IFIP WG 6.1 International Conference …, 2020
122020
Specifying and analyzing virtual network services using queuing petri nets
S Schneider, A Sharma, H Karl, H Wehrheim
2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM …, 2019
112019
MLCheck–property-driven testing of machine learning classifiers
A Sharma, C Demir, ACN Ngomo, H Wehrheim
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
92021
Testing monotonicity of machine learning models
A Sharma, H Wehrheim
arXiv preprint arXiv:2002.12278, 2020
62020
Property-driven testing of black-box functions
A Sharma, V Melnikov, E Hüllermeier, H Wehrheim
Proceedings of the IEEE/ACM 10th International Conference on Formal Methods …, 2022
52022
Property-driven black-box testing of numeric functions
A Sharma, V Melnikov, E Hüllermeier, H Wehrheim
Gesellschaft für Informatik eV, 2023
12023
EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams
D Leite, A Silva, G Casalino, A Sharma, D Fortunato, AC Ngomo
arXiv preprint arXiv:2402.17792, 2024
2024
Testing Balancedness of ML Algorithms
A Sharma, H Wehrheim
Gesellschaft für Informatik eV, 2019
2019
Subproject B3: Composition Analysis in Unknown Contexts
M Becker, S Becker, E Hüllermeier, C Richter, A Sharma, H Wehrheim
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Articles 1–11