On the effectiveness of heuristics for learning nested dichotomies: an empirical analysis V Melnikov, E Hüllermeier Machine Learning 107, 1537-1560, 2018 | 23 | 2018 |
Learning to aggregate using uninorms V Melnikov, E Hüllermeier Machine Learning and Knowledge Discovery in Databases: European Conference …, 2016 | 21 | 2016 |
Pairwise versus pointwise ranking: A case study V Melnikov, P Gupta, B Frick, D Kaimann, E Hüllermeier Schedae Informaticae 25, 73-83, 2016 | 20 | 2016 |
A novel higher-order weisfeiler-lehman graph convolution C Damke, V Melnikov, E Hüllermeier Asian Conference on Machine Learning, 49-64, 2020 | 9 | 2020 |
Extension and Empirical Comparison of Graph-Kernels for the Analysis of Protein Active Sites. T Fober, M Mernberger, V Melnikov, R Moritz, E Hüllermeier LWA, KDML:30-36, 2009 | 8 | 2009 |
Learning to aggregate: Tackling the aggregation/disaggregation problem for OWA V Melnikov, E Hüllermeier Asian Conference on Machine Learning, 1110-1125, 2019 | 7 | 2019 |
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 | 5 | 2022 |
Accounting for heuristics in reputation systems: An interdisciplinary approach on aggregation processes D van Straaten, V Melnikov, E Hüllermeier, BM Djawadi, R Fahr Working Papers Dissertations, 2021 | 3 | 2021 |
Property-driven black-box testing of numeric functions A Sharma, V Melnikov, E Hüllermeier, H Wehrheim Gesellschaft für Informatik eV, 2023 | 1 | 2023 |
Performance Prediction for Hardware-Software Configurations: A Case Study for Video Games S Peeters, V Melnikov, E Hüllermeier Advances in Intelligent Data Analysis XIX: 19th International Symposium on …, 2021 | 1 | 2021 |
Supplementary Material for “A Novel Higher-order Weisfeiler-Lehman Graph Convolution” C Damke, V Melnikov, E Hüllermeier Proceedings of Machine Learning Research 129, 1-11, 2020 | 1 | 2020 |
Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics V Melnikov, E Hüllermeier PROCEEDINGS 27. WORKSHOP COMPUTATIONAL INTELLIGENCE, 1, 2017 | | 2017 |
Wehrheim, Heike 113 L Arnaboldi, L Bajczi, MM Bersani, R Bubel, M Calvo, DR Cok, I Faqrizal, ... | | |
Optimizing the structure of nested dichotomies V Melnikov, E Hüllermeier | | |