Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
30 Publications
2022 | Book Chapter | LibreCat-ID: 33740 | 
@inbook{KOUAGOU_Heindorf_Demir_Ngonga Ngomo_2022, place={Cham}, title={Learning Concept Lengths Accelerates Concept Learning in ALC}, DOI={10.1007/978-3-031-06981-9_14}, booktitle={The Semantic Web}, publisher={Springer International Publishing}, author={KOUAGOU, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2022} }
LibreCat
| Files available
| DOI
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 29290 |
@inproceedings{Heindorf_Blübaum_Düsterhus_Werner_Golani_Demir_Ngonga Ngomo_2022, title={EvoLearner: Learning Description Logics with Evolutionary Algorithms}, DOI={10.1145/3485447.3511925}, booktitle={WWW}, publisher={ACM}, author={Heindorf, Stefan and Blübaum, Lukas and Düsterhus, Nick and Werner, Till and Golani, Varun Nandkumar and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2022}, pages={818–828} }
LibreCat
| DOI
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 25206
@inproceedings{Demir_Ngonga Ngomo_2021, series={Lecture Notes in Computer Science}, title={Convolutional Complex Knowledge Graph Embeddings}, volume={12731}, DOI={10.1007/978-3-030-77385-4\_24}, booktitle={The Semantic Web - 18th International Conference, {ESWC} 2021, Virtual Event, June 6-10, 2021, Proceedings}, publisher={Springer}, author={Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, editor={Verborgh, Ruben and Hose, Katja and Paulheim, Heiko and Champin, Pierre{-}Antoine and Maleshkova, Maria and Corcho, Oscar and Ristoski, Petar and Alam, Mehwish}, year={2021}, pages={409–424}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 25209
@article{Demir_Moussallem_Ngonga Ngomo_2021, title={A shallow neural model for relation prediction}, volume={abs/2101.09090}, journal={CoRR}, author={Demir, Caglar and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2021} }
LibreCat
2021 | Journal Article | LibreCat-ID: 25213
@article{Sharma_Demir_Ngonga Ngomo_Wehrheim_2021, title={MLCheck- Property-Driven Testing of Machine Learning Models}, volume={abs/2105.00741}, journal={CoRR}, author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike}, year={2021} }
LibreCat
2021 | Journal Article | LibreCat-ID: 25215
@article{Demir_Ngonga Ngomo_2021, title={Out-of-Vocabulary Entities in Link Prediction}, volume={abs/2105.12524}, journal={CoRR}, author={Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2021} }
LibreCat
2021 | Journal Article | LibreCat-ID: 25217
@article{Demir_Ngonga Ngomo_2021, title={DRILL- Deep Reinforcement Learning for Refinement Operators in ALC}, volume={abs/2106.15373}, journal={CoRR}, author={Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2021} }
LibreCat
2021 | Conference Paper | LibreCat-ID: 28350
@inproceedings{Sharma_Demir_Ngonga Ngomo_Wehrheim, title={MLCHECK–Property-Driven Testing of Machine Learning Classifiers}, booktitle={Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA)}, publisher={IEEE}, author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike} }
LibreCat
2021 | Conference Paper | LibreCat-ID: 29287 |
@inproceedings{Demir_Moussallem_Heindorf_Ngonga Ngomo_2021, title={Convolutional Hypercomplex Embeddings for Link Prediction}, booktitle={The 13th Asian Conference on Machine Learning, ACML 2021}, author={Demir, Caglar and Moussallem, Diego and Heindorf, Stefan and Ngonga Ngomo, Axel-Cyrille}, year={2021} }
LibreCat
| Download (ext.)
| arXiv
2020 | Journal Article | LibreCat-ID: 25350
@article{Demir_Ngonga Ngomo_2020, title={A Physical Embedding Model for Knowledge Graphs}, volume={abs/2001.07418}, journal={CoRR}, author={Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2020} }
LibreCat