| Rule learning from knowledge graphs guided by embedding models VT Ho, D Stepanova, MH Gad-Elrab, E Kharlamov, G Weikum The Semantic Web–ISWC 2018: 17th International Semantic Web Conference …, 2018 | 130 | 2018 |
| Exfakt: A framework for explaining facts over knowledge graphs and text MH Gad-Elrab, D Stepanova, J Urbani, G Weikum Proceedings of the twelfth ACM international conference on web search and …, 2019 | 86 | 2019 |
| Completeness-aware rule learning from knowledge graphs T Pellissier Tanon, D Stepanova, S Razniewski, P Mirza, G Weikum The Semantic Web–ISWC 2017: 16th International Semantic Web Conference …, 2017 | 78 | 2017 |
| Differentiable learning of numerical rules in knowledge graphs. PW Wang, D Stepanova, C Domokos, JZ Kolter ICLR, 2020 | 47 | 2020 |
| Angry-HEX: an artificial player for angry birds based on declarative knowledge bases F Calimeri, M Fink, S Germano, A Humenberger, G Ianni, C Redl, ... IEEE Transactions on Computational Intelligence and AI in Games 8 (2), 128-139, 2015 | 46 | 2015 |
| Excut: Explainable embedding-based clustering over knowledge graphs MH Gad-Elrab, D Stepanova, TK Tran, H Adel, G Weikum International Semantic Web Conference, 218-237, 2020 | 41 | 2020 |
| Improving knowledge graph embeddings with ontological reasoning N Jain, TK Tran, MH Gad-Elrab, D Stepanova International Semantic Web Conference, 410-426, 2021 | 40 | 2021 |
| Exception-enriched rule learning from knowledge graphs MH Gad-Elrab, D Stepanova, J Urbani, G Weikum The Semantic Web–ISWC 2016: 15th International Semantic Web Conference, Kobe …, 2016 | 38 | 2016 |
| On event-driven knowledge graph completion in digital factories M Ringsquandl, E Kharlamov, D Stepanova, S Lamparter, R Lepratti, ... 2017 IEEE International Conference on Big Data (Big Data), 1676-1681, 2017 | 36 | 2017 |
| A multiscale model of complex endothelial cell dynamics in early angiogenesis D Stepanova, HM Byrne, PK Maini, T Alarcón PLoS computational biology 17 (1), e1008055, 2021 | 34 | 2021 |
| Rule induction and reasoning over knowledge graphs D Stepanova, MH Gad-Elrab, VT Ho Reasoning Web. Learning, Uncertainty, Streaming, and Scalability: 14th …, 2018 | 31 | 2018 |
| Towards nonmonotonic relational learning from knowledge graphs HD Tran, D Stepanova, MH Gad-Elrab, FA Lisi, G Weikum Inductive Logic Programming: 26th International Conference, ILP 2016, London …, 2017 | 24 | 2017 |
| Tracy: Tracing facts over knowledge graphs and text MH Gad-Elrab, D Stepanova, J Urbani, G Weikum The world wide web conference, 3516-3520, 2019 | 23 | 2019 |
| Event-enhanced learning for KG completion M Ringsquandl, E Kharlamov, D Stepanova, M Hildebrandt, S Lamparter, ... The Semantic Web: 15th International Conference, ESWC 2018, Heraklion, Crete …, 2018 | 20 | 2018 |
| The data value quest: a holistic semantic approach at Bosch B Zhou, Z Zheng, D Zhou, G Cheng, E Jiménez-Ruiz, TK Tran, ... European Semantic Web Conference, 287-290, 2022 | 19 | 2022 |
| Towards the bosch materials science knowledge base J Strötgen, TK Tran, A Friedrich, D Milchevski, F Tomazic, A Marusczyk, ... | 19 | 2019 |
| A knowledge base for justified information security decision-making D Stepanova, SE Parkin School of Computing Science Technical Report Series, 2009 | 18 | 2009 |
| Fast computation of explanations for inconsistency in large-scale knowledge graphs TK Tran, MH Gad-Elrab, D Stepanova, E Kharlamov, J Strötgen Proceedings of The Web Conference 2020, 2613-2619, 2020 | 17 | 2020 |
| Towards leveraging commonsense knowledge for autonomous driving S Nag Chowdhury, R Wickramarachchi, MH Gad-Elrab, D Stepanova, ... 20th International Semantic Web Conference, 1-5, 2021 | 15 | 2021 |
| Learning rules from incomplete kgs using embeddings VT Ho, D Stepanova, MH Gad-Elrab, E Kharlamov, G Weikum The 17th International Semantic Web Conference, 2018 | 13 | 2018 |
Mohamed H. Gad-ElrabBosch Center for Artificial Intelligence, GermanyVerified email at de.bosch.com