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68 Publications
2021 | Journal Article | LibreCat-ID: 25215
Demir, C., & Ngonga Ngomo, A.-C. (2021). Out-of-Vocabulary Entities in Link Prediction. CoRR, abs/2105.12524.
LibreCat
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).
LibreCat
2021 | Journal Article | LibreCat-ID: 24719
M. Zahera, H., Jalota, R., Ahmed Sherif, M., & Ngonga Ngomo, A.-C. (2021). I-AID: Identifying Actionable Information From Disaster-Related Tweets. {IEEE} Access, 9, 118861–118870. https://doi.org/10.1109/ACCESS.2021.3107812
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 24720
Hogan, A., Blomqvist, E., Cochez, M., d’Amato, C., de Melo, G., Guti{\’{e}}rrez, C., Kirrane, S., Emilio Labra Gayo, J., Navigli, R., Neumaier, S., Ngonga Ngomo, A.-C., Polleres, A., M. Rashid, S., Rula, A., Schmelzeisen, L., F. Sequeda, J., Staab, S., & Zimmermann, A. (2021). Knowledge Graphs. {ACM} Comput. Surv., 54(4), 71:1-71:37. https://doi.org/10.1145/3447772
LibreCat
| DOI
2021 | Book Chapter | LibreCat-ID: 29046
Feldhans, R., Wilke, A., Heindorf, S., Shaker, M. H., Hammer, B., Ngonga Ngomo, A.-C., & Hüllermeier, E. (2021). Drift Detection in Text Data with Document Embeddings. In Intelligent Data Engineering and Automated Learning – IDEAL 2021. https://doi.org/10.1007/978-3-030-91608-4_11
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 29047
Wilke, A., Bannoura, A., & Ngonga Ngomo, A.-C. N. (2021). Relicensing Combined Datasets. 2021 IEEE 15th International Conference on Semantic Computing (ICSC), 241–247. https://doi.org/10.1109/ICSC50631.2021.00050
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 29486
Firmansyah, A. F., Moussallem, D., & Ngonga Ngomo, A.-C. (2021). GATES: Using Graph Attention Networks for Entity Summarization. Proceedings of the 11th on Knowledge Capture Conference, 73–80. https://doi.org/10.1145/3460210.3493574
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| DOI
2021 | Conference Paper | LibreCat-ID: 29291 | 
Zahera, H. M. A., Heindorf, S., & Ngonga Ngomo, A.-C. (2021). ASSET: A Semi-supervised Approach for Entity Typing in Knowledge Graphs. Proceedings of the 11th on Knowledge Capture Conference. https://doi.org/10.1145/3460210.3493563
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2021 | Book Chapter | LibreCat-ID: 29292 |
Feldhans, R., Wilke, A., Heindorf, S., Shaker, M. H., Hammer, B., Ngonga Ngomo, A.-C., & Hüllermeier, E. (2021). Drift Detection in Text Data with Document Embeddings. In Intelligent Data Engineering and Automated Learning – IDEAL 2021. Springer International Publishing. https://doi.org/10.1007/978-3-030-91608-4_11
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