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433 Publications
2021 | Journal Article | LibreCat-ID: 25217
Demir C, Ngonga Ngomo A-C. DRILL- Deep Reinforcement Learning for Refinement Operators in ALC. CoRR. 2021;abs/2106.15373.
LibreCat
2021 | Conference Paper | LibreCat-ID: 28350
Sharma A, Demir C, Ngonga Ngomo A-C, Wehrheim H. MLCHECK–Property-Driven Testing of Machine Learning Classifiers. In: Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA). IEEE.
LibreCat
2021 | Journal Article | LibreCat-ID: 24719
M. Zahera H, Jalota R, Ahmed Sherif M, Ngonga Ngomo A-C. I-AID: Identifying Actionable Information From Disaster-Related Tweets. {IEEE} Access. 2021;9:118861-118870. doi:10.1109/ACCESS.2021.3107812
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 24720
Hogan A, Blomqvist E, Cochez M, et al. Knowledge Graphs. {ACM} Comput Surv. 2021;54(4):71:1-71:37. doi:10.1145/3447772
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 29486
Firmansyah AF, Moussallem D, Ngonga Ngomo A-C. GATES: Using Graph Attention Networks for Entity Summarization. In: Proceedings of the 11th on Knowledge Capture Conference. ACM; 2021:73–80. doi:10.1145/3460210.3493574
LibreCat
| DOI
2021 | Book Chapter | LibreCat-ID: 29292 | 
Feldhans R, Wilke A, Heindorf S, et al. Drift Detection in Text Data with Document Embeddings. In: Intelligent Data Engineering and Automated Learning – IDEAL 2021. Springer International Publishing; 2021. doi:10.1007/978-3-030-91608-4_11
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2021 | Conference Paper | LibreCat-ID: 29287 |
Demir C, Moussallem D, Heindorf S, Ngonga Ngomo A-C. Convolutional Hypercomplex Embeddings for Link Prediction. In: The 13th Asian Conference on Machine Learning, ACML 2021. ; 2021.
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| arXiv
2021 | Journal Article | LibreCat-ID: 24456 |
Rohlfing KJ, Cimiano P, Scharlau I, et al. Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems. IEEE Transactions on Cognitive and Developmental Systems. 2021;13(3):717-728. doi:10.1109/tcds.2020.3044366
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2021 | Book Chapter | LibreCat-ID: 54586
Manzoor A, Saleem M, Ngonga Ngomo A-C. Unsupervised Relation Extraction Using Sentence Encoding. In: The Semantic Web: ESWC 2021 Satellite Events. Springer International Publishing; 2021. doi:10.1007/978-3-030-80418-3_25
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 29004
Ngonga Ngomo A-C, Sherif M, Georgala K, et al. LIMES - A Framework for Link Discovery on the Semantic Web. KI - K{\"u}nstliche Intelligenz, German Journal of Artificial Intelligence - Organ des Fachbereichs “Künstliche Intelligenz” der Gesellschaft für Informatik eV. Published online 2021. doi:10.1007/s13218-021-00713-x
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 29043
Zahera HMA, Jalota R, Sherif M, Ngonga Ngomo A-C. I-AID: Identifying Actionable Information from Disaster-related Tweets. In: IEEE Open Access. ; 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 29005
Fathi Ahmed A, Sherif M, Moussallem D, Ngonga Ngomo A-C. Multilingual Verbalization and Summarization for Explainable Link Discovery. Data & Knowledge Engineering. Published online 2021:101874. doi:https://doi.org/10.1016/j.datak.2021.101874
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 25212
Qudus U, Saleem M, Ngonga Ngomo A-C, Lee Y-K. An Empirical Evaluation of Cost-based Federated SPARQL Query Processing Engines. Semantic Web. 12(6):843-868. doi:10.3233/SW-200420
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| DOI
2021 | Book Chapter | LibreCat-ID: 54587
Khan H, Manzoor A, Ngonga Ngomo A-C, Saleem M. When is the Peak Performance Reached? An Analysis of RDF Triple Stores. In: Studies on the Semantic Web. IOS Press; 2021. doi:10.3233/ssw210042
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 25326
Röder M, Kuchelev D, Ngonga Ngomo A-C. HOBBIT: A platform for benchmarking Big Linked Data. Data Sci. 2020;3(1):15-35. doi:10.3233/ds-190021
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 25328
Röder M, de Souza G, Ngonga Ngomo A-C. Squirrel - Crawling RDF Knowledge Graphs on the Web. In: Z. Pan J, A. M. Tamma V, d’Amato C, et al., eds. The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part {II}. Vol 12507. Lecture Notes in Computer Science. Springer; 2020:34-47. doi:10.1007/978-3-030-62466-8\_3
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 25333
Georgala K, Ahmed Sherif M, Röder M, Ngonga Ngomo A-C. Applying edge-counting semantic similarities to link discovery: scalability and accuracy. In: Shvaiko P, Euzenat J, Jimenez-Ruiz E, Hassanzadeh O, Trojahn C, eds. Proceedings of the 15th International Workshop on Ontology Matching Co-Located with the 19th International Semantic Web Conference {(ISWC} 2020), Virtual Conference (Originally Planned to Be in Athens, Greece), November 2, 2020. Vol 2788. {CEUR} Workshop Proceedings. CEUR-WS.org; 2020:36-47.
LibreCat
2020 | Conference Paper | LibreCat-ID: 25340
Ahmed Sherif M, Dreßler K, Ngonga Ngomo A-C. LIGON - link discovery with noisy oracles. In: Shvaiko P, Euzenat J, Jimenez-Ruiz E, Hassanzadeh O, Trojahn C, eds. Proceedings of the 15th International Workshop on Ontology Matching Co-Located with the 19th International Semantic Web Conference {(ISWC} 2020), Virtual Conference (Originally Planned to Be in Athens, Greece), November 2, 2020. Vol 2788. {CEUR} Workshop Proceedings. CEUR-WS.org; 2020:48-59.
LibreCat
2020 | Conference Paper | LibreCat-ID: 25341
Bigerl A, Conrads F, Behning C, Ahmed Sherif M, Saleem M, Ngonga Ngomo A-C. Tentris - A Tensor-Based Triple Store. In: Z. Pan J, A. M. Tamma V, d’Amato C, et al., eds. The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part {I}. Vol 12506. Lecture Notes in Computer Science. Springer; 2020:56-73. doi:10.1007/978-3-030-62419-4\_4
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 25342
Georgala K, Ahmed Sherif M, Ngonga Ngomo A-C. LIGER - link discovery with partial recall. In: Shvaiko P, Euzenat J, Jimenez-Ruiz E, Hassanzadeh O, Trojahn C, eds. Proceedings of the 15th International Workshop on Ontology Matching Co-Located with the 19th International Semantic Web Conference {(ISWC} 2020), Virtual Conference (Originally Planned to Be in Athens, Greece), November 2, 2020. Vol 2788. {CEUR} Workshop Proceedings. CEUR-WS.org; 2020:87-91.
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