H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, and A. Sharma, “Composition Analysis in Unknown Contexts,” in On-The-Fly Computing -- Individualized IT-services in dynamic markets, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 105–123.
LibreCat: /record/45886
DOI: 10.5281/zenodo.8068510

A. Sharma, V. Melnikov, E. Hüllermeier, and H. Wehrheim, “Property-Driven Testing of Black-Box Functions,” in Proceedings of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering (FormaliSE), 2022, pp. 113–123.
LibreCat: /record/32311

A. Sharma, C. Demir, A.-C. Ngonga Ngomo, and H. Wehrheim, “MLCheck- Property-Driven Testing of Machine Learning Models,” CoRR, vol. abs/2105.00741, 2021.
LibreCat: /record/25213

A. Sharma, C. Demir, A.-C. Ngonga Ngomo, and H. Wehrheim, “MLCHECK–Property-Driven Testing of Machine Learning Classifiers.”
LibreCat: /record/28350

A. Sharma and H. Wehrheim, “Automatic Fairness Testing of Machine Learning Models,” in Proceedings of the 32th IFIP International Conference on Testing Software and Systems (ICTSS).
LibreCat: /record/19656

A. Sharma and H. Wehrheim, “Testing Monotonicity of Machine Learning Models,” CoRR, vol. abs/2002.12278, 2020.
LibreCat: /record/20279

A. Sharma and H. Wehrheim, “Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models,” in Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA).
LibreCat: /record/16724

S. B. Schneider, A. Sharma, H. Karl, and H. Wehrheim, “Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets,” in 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), Washington, DC, USA, 2019, pp. 116--124.
LibreCat: /record/3287

A. Sharma and H. Wehrheim, “Testing Balancedness of ML Algorithms,” in Proceedings of the Software Engineering Conference (SE), Stuttgart, 2019, vol. P-292, pp. 157–158.
LibreCat: /record/7752

A. Sharma and H. Wehrheim, “Testing Machine Learning Algorithms for Balanced Data Usage,” in IEEE International Conference on Software Testing, Verification and Validation (ICST), Xi’an, China, April, 2019, 2019, pp. 125--135.
LibreCat: /record/7635

A. Sharma and H. Wehrheim, “Testing Balancedness of ML Algorithms,” in Software Engineering and Software Management, SE/SWM 2019, Stuttgart, Germany, February 18-22, 2019, 2019, vol. P-292, pp. 157–158.
LibreCat: /record/10094
DOI: 10.18420/se2019-48