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433 Publications
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 | Journal Article | LibreCat-ID: 24719
@article{M. Zahera_Jalota_Ahmed Sherif_Ngonga Ngomo_2021, title={I-AID: Identifying Actionable Information From Disaster-Related Tweets}, volume={9}, DOI={10.1109/ACCESS.2021.3107812}, journal={{IEEE} Access}, author={M. Zahera, Hamada and Jalota, Rricha and Ahmed Sherif, Mohamed and Ngonga Ngomo, Axel-Cyrille}, year={2021}, pages={118861–118870} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 24720
@article{Hogan_Blomqvist_Cochez_d’Amato_de Melo_Guti{\’{e}}rrez_Kirrane_Emilio Labra Gayo_Navigli_Neumaier_et al._2021, title={Knowledge Graphs}, volume={54}, DOI={10.1145/3447772}, number={4}, journal={{ACM} Comput. Surv.}, author={Hogan, Aidan and Blomqvist, Eva and Cochez, Michael and d’Amato, Claudia and de Melo, Gerard and Guti{\’{e}}rrez, Claudio and Kirrane, Sabrina and Emilio Labra Gayo, Jos{\’{e}} and Navigli, Roberto and Neumaier, Sebastian and et al.}, year={2021}, pages={71:1-71:37} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 29486
@inproceedings{Firmansyah_Moussallem_Ngonga Ngomo_2021, place={Virtual Event, USA}, title={GATES: Using Graph Attention Networks for Entity Summarization}, DOI={10.1145/3460210.3493574}, booktitle={Proceedings of the 11th on Knowledge Capture Conference}, publisher={ACM}, author={Firmansyah, Asep Fajar and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2021}, pages={73–80} }
LibreCat
| DOI
2021 | Book Chapter | LibreCat-ID: 29292 | 
@inbook{Feldhans_Wilke_Heindorf_Shaker_Hammer_Ngonga Ngomo_Hüllermeier_2021, place={Cham}, title={Drift Detection in Text Data with Document Embeddings}, DOI={10.1007/978-3-030-91608-4_11}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2021}, publisher={Springer International Publishing}, author={Feldhans, Robert and Wilke, Adrian and Heindorf, Stefan and Shaker, Mohammad Hossein and Hammer, Barbara and Ngonga Ngomo, Axel-Cyrille and Hüllermeier, Eyke}, year={2021} }
LibreCat
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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} }
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| arXiv
2021 | Journal Article | LibreCat-ID: 24456 |
@article{Rohlfing_Cimiano_Scharlau_Matzner_Buhl_Buschmeier_Esposito_Grimminger_Hammer_Haeb-Umbach_et al._2021, title={Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems}, volume={13}, DOI={10.1109/tcds.2020.3044366}, number={3}, journal={IEEE Transactions on Cognitive and Developmental Systems}, author={Rohlfing, Katharina J. and Cimiano, Philipp and Scharlau, Ingrid and Matzner, Tobias and Buhl, Heike M. and Buschmeier, Hendrik and Esposito, Elena and Grimminger, Angela and Hammer, Barbara and Haeb-Umbach, Reinhold and et al.}, year={2021}, pages={717–728} }
LibreCat
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| DOI
2021 | Book Chapter | LibreCat-ID: 54586
@inbook{Manzoor_Saleem_Ngonga Ngomo_2021, place={Cham}, title={Unsupervised Relation Extraction Using Sentence Encoding}, DOI={10.1007/978-3-030-80418-3_25}, booktitle={The Semantic Web: ESWC 2021 Satellite Events}, publisher={Springer International Publishing}, author={Manzoor, Ali and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille}, year={2021} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 29004
@article{Ngonga Ngomo_Sherif_Georgala_Hassan_Dreßler_Lyko_Obraczka_Soru_2021, title={LIMES - A Framework for Link Discovery on the Semantic Web}, DOI={10.1007/s13218-021-00713-x}, journal={KI - K{\"u}nstliche Intelligenz, German Journal of Artificial Intelligence - Organ des Fachbereichs “Künstliche Intelligenz” der Gesellschaft für Informatik e.V.}, publisher={Springer}, author={Ngonga Ngomo, Axel-Cyrille and Sherif, Mohamed and Georgala, Kleanthi and Hassan, Mofeed and Dreßler, Kevin and Lyko, Klaus and Obraczka, Daniel and Soru, Tommaso}, year={2021} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 29043
@inproceedings{Zahera_Jalota_Sherif_Ngonga Ngomo_2021, title={I-AID: Identifying Actionable Information from Disaster-related Tweets}, booktitle={IEEE Open Access}, author={Zahera, Hamada Mohamed Abdelsamee and Jalota, Rricha and Sherif, Mohamed and Ngonga Ngomo, Axel-Cyrille}, year={2021} }
LibreCat
2021 | Journal Article | LibreCat-ID: 29005
@article{Fathi Ahmed_Sherif_Moussallem_Ngonga Ngomo_2021, title={Multilingual Verbalization and Summarization for Explainable Link Discovery}, DOI={https://doi.org/10.1016/j.datak.2021.101874}, journal={Data & Knowledge Engineering}, author={Fathi Ahmed, Abdullah and Sherif, Mohamed and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2021}, pages={101874} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 25212
@article{Qudus_Saleem_Ngonga Ngomo_Lee, title={An Empirical Evaluation of Cost-based Federated SPARQL Query Processing Engines}, volume={12}, DOI={10.3233/SW-200420}, number={6}, journal={Semantic Web}, publisher={ISO Press}, author={Qudus, Umair and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille and Lee, Young-Koo}, pages={843–868} }
LibreCat
| Files available
| DOI
2021 | Book Chapter | LibreCat-ID: 54587
@inbook{Khan_Manzoor_Ngonga Ngomo_Saleem_2021, title={When is the Peak Performance Reached? An Analysis of RDF Triple Stores}, DOI={10.3233/ssw210042}, booktitle={Studies on the Semantic Web}, publisher={IOS Press}, author={Khan, Hashim and Manzoor, Ali and Ngonga Ngomo, Axel-Cyrille and Saleem, Muhammad}, year={2021} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 25326
@article{Röder_Kuchelev_Ngonga Ngomo_2020, title={HOBBIT: A platform for benchmarking Big Linked Data}, volume={3}, DOI={10.3233/ds-190021}, number={1}, journal={Data Sci.}, author={Röder, Michael and Kuchelev, Denis and Ngonga Ngomo, Axel-Cyrille}, year={2020}, pages={15–35} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 25328
@inproceedings{Röder_de Souza_Ngonga Ngomo_2020, series={Lecture Notes in Computer Science}, title={Squirrel - Crawling RDF Knowledge Graphs on the Web}, volume={12507}, DOI={10.1007/978-3-030-62466-8\_3}, booktitle={The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part {II}}, publisher={Springer}, author={Röder, Michael and de Souza, Geraldo and Ngonga Ngomo, Axel-Cyrille}, editor={Z. Pan, Jeff and A. M. Tamma, Valentina and d’Amato, Claudia and Janowicz, Krzysztof and Fu, Bo and Polleres, Axel and Seneviratne, Oshani and Kagal, Lalana}, year={2020}, pages={34–47}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 25333
@inproceedings{Georgala_Ahmed Sherif_Röder_Ngonga Ngomo_2020, series={{CEUR} Workshop Proceedings}, title={Applying edge-counting semantic similarities to link discovery: scalability and accuracy}, volume={2788}, booktitle={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}, publisher={CEUR-WS.org}, author={Georgala, Kleanthi and Ahmed Sherif, Mohamed and Röder, Michael and Ngonga Ngomo, Axel-Cyrille}, editor={Shvaiko, Pavel and Euzenat, Jérôme and Jimenez-Ruiz, Ernesto and Hassanzadeh, Oktie and Trojahn, Cássia}, year={2020}, pages={36–47}, collection={{CEUR} Workshop Proceedings} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 25340
@inproceedings{Ahmed Sherif_Dreßler_Ngonga Ngomo_2020, series={{CEUR} Workshop Proceedings}, title={LIGON - link discovery with noisy oracles}, volume={2788}, booktitle={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}, publisher={CEUR-WS.org}, author={Ahmed Sherif, Mohamed and Dreßler, Kevin and Ngonga Ngomo, Axel-Cyrille}, editor={Shvaiko, Pavel and Euzenat, Jérôme and Jimenez-Ruiz, Ernesto and Hassanzadeh, Oktie and Trojahn, Cássia}, year={2020}, pages={48–59}, collection={{CEUR} Workshop Proceedings} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 25341
@inproceedings{Bigerl_Conrads_Behning_Ahmed Sherif_Saleem_Ngonga Ngomo_2020, series={Lecture Notes in Computer Science}, title={Tentris - A Tensor-Based Triple Store}, volume={12506}, DOI={10.1007/978-3-030-62419-4\_4}, booktitle={The Semantic Web - {ISWC} 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part {I}}, publisher={Springer}, author={Bigerl, Alexander and Conrads, Felix and Behning, Charlotte and Ahmed Sherif, Mohamed and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille}, editor={Z. Pan, Jeff and A. M. Tamma, Valentina and d’Amato, Claudia and Janowicz, Krzysztof and Fu, Bo and Polleres, Axel and Seneviratne, Oshani and Kagal, Lalana}, year={2020}, pages={56–73}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 25342
@inproceedings{Georgala_Ahmed Sherif_Ngonga Ngomo_2020, series={{CEUR} Workshop Proceedings}, title={LIGER - link discovery with partial recall}, volume={2788}, booktitle={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}, publisher={CEUR-WS.org}, author={Georgala, Kleanthi and Ahmed Sherif, Mohamed and Ngonga Ngomo, Axel-Cyrille}, editor={Shvaiko, Pavel and Euzenat, Jérôme and Jimenez-Ruiz, Ernesto and Hassanzadeh, Oktie and Trojahn, Cássia}, year={2020}, pages={87–91}, collection={{CEUR} Workshop Proceedings} }
LibreCat