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Daria Stepanova
Daria Stepanova
Lead Research Scientist at Bosch Center for Artitificial Intelligence
Verified email at de.bosch.com - Homepage
Title
Cited by
Cited by
Year
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
1172018
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
732019
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
722017
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
452015
Differentiable learning of numerical rules in knowledge graphs
PW Wang, D Stepanova, C Domokos, JZ Kolter
International Conference on Learning Representations, 2019
402019
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
352016
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
342020
Improving knowledge graph embeddings with ontological reasoning
N Jain, TK Tran, MH Gad-Elrab, D Stepanova
International Semantic Web Conference, 410-426, 2021
332021
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
322017
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
302021
Rule induction and reasoning over knowledge graphs
D Stepanova, MH Gad-Elrab, VT Ho
Reasoning Web. Learning, Uncertainty, Streaming, and Scalability: 14th …, 2018
302018
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
232017
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
202018
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
192019
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
182022
A knowledge base for justified information security decision-making
D Stepanova, SE Parkin
School of Computing Science Technical Report Series, 2009
182009
Towards the bosch materials science knowledge base
J Strötgen, TK Tran, A Friedrich, D Milchevski, F Tomazic, A Marusczyk, ...
172019
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
142021
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
142020
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
132018
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