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30 Publications
2022 | Book Chapter | LibreCat-ID: 33740 | 
KOUAGOU, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2022). Learning Concept Lengths Accelerates Concept Learning in ALC. In The Semantic Web. Springer International Publishing. https://doi.org/10.1007/978-3-031-06981-9_14
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2022 | Conference Paper | LibreCat-ID: 29290 |
Heindorf, S., Blübaum, L., Düsterhus, N., Werner, T., Golani, V. N., Demir, C., & Ngonga Ngomo, A.-C. (2022). EvoLearner: Learning Description Logics with Evolutionary Algorithms. WWW, 818–828. https://doi.org/10.1145/3485447.3511925
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2021 | Conference Paper | LibreCat-ID: 25206
Demir, C., & Ngonga Ngomo, A.-C. (2021). Convolutional Complex Knowledge Graph Embeddings. In R. Verborgh, K. Hose, H. Paulheim, P.-}Antoine Champin, M. Maleshkova, O. Corcho, P. Ristoski, & M. Alam (Eds.), The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021, Proceedings (Vol. 12731, pp. 409–424). Springer. https://doi.org/10.1007/978-3-030-77385-4\_24
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2021 | Journal Article | LibreCat-ID: 25209
Demir, C., Moussallem, D., & Ngonga Ngomo, A.-C. (2021). A shallow neural model for relation prediction. CoRR, abs/2101.09090.
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2021 | Journal Article | LibreCat-ID: 25213
Sharma, A., Demir, C., Ngonga Ngomo, A.-C., & Wehrheim, H. (2021). MLCheck- Property-Driven Testing of Machine Learning Models. CoRR, abs/2105.00741.
LibreCat
2021 | Journal Article | LibreCat-ID: 25215
Demir, C., & Ngonga Ngomo, A.-C. (2021). Out-of-Vocabulary Entities in Link Prediction. CoRR, abs/2105.12524.
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2021 | Journal Article | LibreCat-ID: 25217
Demir, C., & Ngonga Ngomo, A.-C. (2021). DRILL- Deep Reinforcement Learning for Refinement Operators in ALC. CoRR, abs/2106.15373.
LibreCat
2021 | Conference Paper | LibreCat-ID: 28350
Sharma, A., Demir, C., Ngonga Ngomo, A.-C., & Wehrheim, H. (n.d.). MLCHECK–Property-Driven Testing of Machine Learning Classifiers. Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA).
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2021 | Conference Paper | LibreCat-ID: 29287 |
Demir, C., Moussallem, D., Heindorf, S., & Ngonga Ngomo, A.-C. (2021). Convolutional Hypercomplex Embeddings for Link Prediction. The 13th Asian Conference on Machine Learning, ACML 2021.
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| arXiv
2020 | Journal Article | LibreCat-ID: 25350
Demir, C., & Ngonga Ngomo, A.-C. (2020). A Physical Embedding Model for Knowledge Graphs. CoRR, abs/2001.07418.
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