| Convolutional complex knowledge graph embeddings C Demir, ACN Ngomo The Semantic Web: 18th International Conference, ESWC 2021, Virtual Event …, 2021 | 56 | 2021 |
| Evolearner: Learning description logics with evolutionary algorithms S Heindorf, L Blübaum, N Düsterhus, T Werner, VN Golani, C Demir, ... Proceedings of the ACM Web Conference 2022, 818-828, 2022 | 33 | 2022 |
| Convolutional hypercomplex embeddings for link prediction C Demir, D Moussallem, S Heindorf, ACN Ngomo Asian Conference on Machine Learning, 656-671, 2021 | 23 | 2021 |
| Learning concept lengths accelerates concept learning in ALC NDJ Kouagou, S Heindorf, C Demir, ACN Ngomo European Semantic Web Conference, 236-252, 2022 | 18 | 2022 |
| Neuro-Symbolic Class Expression Learning C Demir, ACN Ngomo International Joint Conference on Artificial Intelligence, 2023 | 15* | 2023 |
| 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 | 15* | 2021 |
| Neural class expression synthesis NDJ Kouagou, S Heindorf, C Demir, AC Ngonga Ngomo European Semantic Web Conference, 209-226, 2023 | 14 | 2023 |
| A shallow neural model for relation prediction C Demir, D Moussallem, ACN Ngomo 2021 IEEE 15th International Conference on Semantic Computing (ICSC), 179-182, 2021 | 11 | 2021 |
| Conformal credal self-supervised learning J Lienen, C Demir, E Hüllermeier Conformal and Probabilistic Prediction with Applications, 214-233, 2023 | 10 | 2023 |
| Clifford Embeddings–A Generalized Approach for Embedding in Normed Algebras C Demir, AC Ngonga Ngomo Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 8 | 2023 |
| LitCQD: Multi-hop reasoning in incomplete knowledge graphs with numeric literals C Demir, M Wiebesiek, R Lu, AC Ngonga Ngomo, S Heindorf Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 7 | 2023 |
| A physical embedding model for knowledge graphs C Demir, ACN Ngomo Semantic Technology: 9th Joint International Conference, JIST 2019, Hangzhou …, 2020 | 7 | 2020 |
| Ngomo A-CN et al. Verborgh R et al C Demir Convolutional complex knowledge graph embeddings The Semantic Web, 2021 | 6 | 2021 |
| Hardware-agnostic computation for large-scale knowledge graph embeddings C Demir, ACN Ngomo Software Impacts 13, 100377, 2022 | 5 | 2022 |
| Kronecker decomposition for knowledge graph embeddings C Demir, J Lienen, AC Ngonga Ngomo Proceedings of the 33rd ACM Conference on Hypertext and Social Media, 1-10, 2022 | 5 | 2022 |
| Out-of-vocabulary entities in link prediction C Demir, ACN Ngomo arXiv preprint arXiv:2105.12524, 2021 | 4 | 2021 |
| Interpretability index based on balanced volumes for transparent models and agnostic explainers D Leite, A Sharma, C Demir, AC Ngomo 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-10, 2024 | 3 | 2024 |
| ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling SH N’Dah Jean Kouagou, C Demir, ACN Ngomo IJCAI. ijcai. org, 2024 | 2 | 2024 |
| Neural Class Expression Synthesis in NDJ Kouagou, S Heindorf, C Demir, AC Ngonga Ngomo Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 2 | 2023 |
| Learning permutation-invariant embeddings for description logic concepts C Demir, AC Ngonga Ngomo International Symposium on Intelligent Data Analysis, 103-115, 2023 | 2 | 2023 |
Axel-Cyrille Ngonga NgomoProfessor of Data Science at Paderborn UniversityVerified email at upb.de
