Vitalik Melnikov

Member -

Office Address:
Pohlweg 51
33098 Paderborn
Room:
O4.158

Publications

Latest Publications

Property-Driven Testing of Black-Box Functions

A. Sharma, V. Melnikov, E. Hüllermeier, H. Wehrheim, in: Proceedings of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering (FormaliSE), IEEE, 2022, pp. 113–123.

Accounting for Heuristics in Reputation Systems: An Interdisciplinary Approach on Aggregation Processes

D. van Straaten, V. Melnikov, E. Hüllermeier, B. Mir Djawadi, R. Fahr, Accounting for Heuristics in Reputation Systems: An Interdisciplinary Approach on Aggregation Processes, 2021.

A Novel Higher-order Weisfeiler-Lehman Graph Convolution

C. Damke, V. Melnikov, E. Hüllermeier, in: S. Jialin Pan, M. Sugiyama (Eds.), Proceedings of the 12th Asian Conference on Machine Learning (ACML 2020), PMLR, Bangkok, Thailand, 2020, pp. 49–64.

Learning to Aggregate: Tackling the Aggregation/Disaggregation Problem for OWA

V. Melnikov, E. Hüllermeier, in: Proceedings ACML, Asian Conference on Machine Learning (Proceedings of Machine Learning Research, 101), 2019.

Learning to Aggregate Using Uninorms

V. Melnikov, E. Hüllermeier, in: Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2016), 2016, pp. 756–771.

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