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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
International Semantic Web Conference, 72-90, 2018
812018
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 andá…, 2019
462019
Completeness-aware rule learning from knowledge graphs
T Pellissier Tanon, D Stepanova, S Razniewski, P Mirza, G Weikum
International Semantic Web Conference, 507-525, 2017
452017
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
362015
Exception-enriched rule learning from knowledge graphs
MH Gad-Elrab, D Stepanova, J Urbani, G Weikum
International Semantic Web Conference, 234-251, 2016
282016
Rule induction and reasoning over knowledge graphs
D Stepanova, MH Gad-Elrab, VT Ho
Reasoning Web International Summer School, 142-172, 2018
222018
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
212017
Differentiable learning of numerical rules in knowledge graphs
PW Wang, D Stepanova, C Domokos, JZ Kolter
International Conference on Learning Representations, 2019
202019
A knowledge base for justified information security decision-making
D Stepanova, SE Parkin
School of Computing Science Technical Report Series, 2009
192009
Event-enhanced learning for KG completion
M Ringsquandl, E Kharlamov, D Stepanova, M Hildebrandt, S Lamparter, ...
European Semantic Web Conference, 541-559, 2018
172018
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
162020
A multiscale model of complex endothelial cell dynamics in early angiogenesis
D Stepanova, HM Byrne, PK Maini, T Alarcˇn
PLoS computational biology 17 (1), e1008055, 2021
152021
Towards nonmonotonic relational learning from knowledge graphs
HD Tran, D Stepanova, MH Gad-Elrab, FA Lisi, G Weikum
International Conference on Inductive Logic Programming, 94-107, 2016
152016
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
122018
Towards the Bosch Materials Science Knowledge Base.
J Str÷tgen, TK Tran, A Friedrich, D Milchevski, F Tomazic, A Marusczyk, ...
ISWC (Satellites), 323-324, 2019
112019
Exploiting support sets for answer set programs with external evaluations
T Eiter, M Fink, C Redl, D Stepanova
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
102014
Data repair of inconsistent dl-programs
T Eiter, M Fink, D Stepanova
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
92013
Data repair of inconsistent dl-programs
T Eiter, M Fink, D Stepanova
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
92013
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
72019
Towards Practical Deletion Repair of Inconsistent DL-programs.
T Eiter, M Fink, D Stepanova
ECAI, 285-290, 2014
72014
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