Convolutional complex knowledge graph embeddings C Demir, ACN Ngomo The Semantic Web: 18th International Conference, ESWC 2021, Virtual Event …, 2021 | 52 | 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 | 26 | 2022 |
Convolutional hypercomplex embeddings for link prediction C Demir, D Moussallem, S Heindorf, ACN Ngomo Asian Conference on Machine Learning, 656-671, 2021 | 16 | 2021 |
Learning concept lengths accelerates concept learning in ALC NDJ Kouagou, S Heindorf, C Demir, ACN Ngomo European Semantic Web Conference, 236-252, 2022 | 15 | 2022 |
Neuro-Symbolic Class Expression Learning C Demir, ACN Ngomo International Joint Conference on Artificial Intelligence, 2023 | 11* | 2023 |
Neural class expression synthesis NDJ Kouagou, S Heindorf, C Demir, AC Ngonga Ngomo European Semantic Web Conference, 209-226, 2023 | 11 | 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 | 11* | 2021 |
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 | 10 | 2021 |
Conformal credal self-supervised learning J Lienen, C Demir, E Hullermeier Conformal and Probabilistic Prediction with Applications, 214-233, 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 |
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 | 4 | 2022 |
Out-of-vocabulary entities in link prediction C Demir, ACN Ngomo arXiv preprint arXiv:2105.12524, 2021 | 4 | 2021 |
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 | 3 | 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 | 3 | 2023 |
Universal Knowledge Graph Embeddings NDJ Kouagou, C Demir, HM Zahera, A Wilke, S Heindorf, J Li, ... Companion Proceedings of the ACM on Web Conference 2024, 1793-1797, 2024 | 1 | 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 | 1 | 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 | 1 | 2023 |
Learning permutation-invariant embeddings for description logic concepts C Demir, AC Ngonga Ngomo International Symposium on Intelligent Data Analysis, 103-115, 2023 | 1 | 2023 |
Rapid Explainability for Skill Description Learning C Demir, A Himmelhuber, Y Liu, A Bigerl, D Moussallem, ACN Ngomo International Semantic Web Conference, 2022 | 1 | 2022 |