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27 Publications
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
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| 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