2022
Towards Hybrid Logic-based and Embedding-based Reasoning on Financial Knowledge Graphs Konferenzbeitrag
In: Ramanath, Maya; Palpanas, Themis (Hrsg.): Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, Edinburgh, UK, March 29, 2022, CEUR-WS.org, 2022.
Data science with Vadalog: Knowledge Graphs with machine learning and reasoning in practice Artikel
In: Future Gener. Comput. Syst., Bd. 129, S. 407–422, 2022.
2021
Sleeping Beauties of Coronavirus Research Artikel
In: IEEE Access, Bd. 9, S. 21192–21205, 2021.
Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain Artikel
In: IEEE Access, Bd. 9, S. 116002–116014, 2021.
Trans4E: Link prediction on scholarly knowledge graphs Artikel
In: Neurocomputing, Bd. 461, S. 530–542, 2021.
A comprehensive quality assessment framework for scientific events Artikel
In: Scientometrics, Bd. 126, Nr. 1, S. 641–682, 2021.
Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade Artikel
In: Scientometrics, Bd. 126, Nr. 9, S. 8129–8151, 2021.
5* Knowledge Graph Embeddings with Projective Transformations Konferenzbeitrag
In: Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, S. 9064–9072, AAAI Press, 2021.
Pattern-Aware and Noise-Resilient Embedding Models Konferenzbeitrag
In: Hiemstra, Djoerd; Moens, Marie-Francine; Mothe, Josiane; Perego, Raffaele; Potthast, Martin; Sebastiani, Fabrizio (Hrsg.): Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I, S. 483–496, Springer, 2021.
Knowledge Graph Representation Learning using Ordinary Differential Equations Konferenzbeitrag
In: Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia; Yih, Scott Wen-tau (Hrsg.): Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, S. 9529–9548, Association for Computational Linguistics, 2021.
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings Konferenzbeitrag
In: International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, S. 1–8, IEEE, 2021.
Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding Models Konferenzbeitrag
In: Karlapalem, Kamal; Cheng, Hong; Ramakrishnan, Naren; Agrawal, R. K.; Reddy, P. Krishna; Srivastava, Jaideep; Chakraborty, Tanmoy (Hrsg.): Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part III, S. 77–89, Springer, 2021.
Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph Embeddings Artikel
In: CoRR, Bd. abs/2104.05003, 2021.
Trans4E: Link Prediction on Scholarly Knowledge Graphs Artikel
In: CoRR, Bd. abs/2107.03297, 2021.
2020
3D Learning and Reasoning in Link Prediction Over Knowledge Graphs Artikel
In: IEEE Access, Bd. 8, S. 196459–196471, 2020.
Scholarly event characteristics in four fields of science: a metrics-based analysis Artikel
In: Scientometrics, Bd. 123, Nr. 2, S. 677–705, 2020.
Ontology Design for Pharmaceutical Research Outcomes Konferenzbeitrag
In: Hall, Mark M.; Mercun, Tanja; Risse, Thomas; Duchateau, Fabien (Hrsg.): Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25-27, 2020, Proceedings, S. 119–132, Springer, 2020.
Embedding-Based Recommendations on Scholarly Knowledge Graphs Konferenzbeitrag
In: Harth, Andreas; Kirrane, Sabrina; Ngomo, Axel-Cyrille Ngonga; Paulheim, Heiko; Rula, Anisa; Gentile, Anna Lisa; Haase, Peter; Cochez, Michael (Hrsg.): The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings, S. 255–270, Springer, 2020.
Semantic Representation of Physics Research Data Konferenzbeitrag
In: Aveiro, David; Dietz, Jan L. G.; Filipe, Joaquim (Hrsg.): Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Volume 2: KEOD, Budapest, Hungary, November 2-4, 2020, S. 64–75, SCITEPRESS, 2020.
Let the Margin SlidE(^mbox(pm)) for Knowledge Graph Embeddings via a Correntropy Objective Function Konferenzbeitrag
In: 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, S. 1–9, IEEE, 2020.