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ORCIDDaria Stepanova 0001
Person information
- affiliation: Bosch Center for Artificial Intelligence, Renningen, Germany
- affiliation: Max Planck Institute of Informatics
- affiliation: TU Wien, Austria
Other persons with the same name
- Daria Stepanova 0002 — Finnish Meteorol. Inst., Helsinki, Finland
- Daria Stepanova 0003
![[0000-0003-1771-1987]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-1771-1987")
— Autonomous University of Barcelona, Department of Mathematics, Spain
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2020 – today
- 2024
[j8]Thomas Eiter, Tobias Geibinger, Nelson Higuera Ruiz, Nysret Musliu, Johannes Oetsch, Dave Pfliegler, Daria Stepanova:
Adaptive large-neighbourhood search for optimisation in answer-set programming. Artif. Intell. 337: 104230 (2024)- [j7]Pascal Hitzler, Monireh Ebrahimi, Md. Kamruzzaman Sarker, Daria Stepanova:
Neuro-symbolic AI and the semantic web. Semantic Web 15(4): 1261-1263 (2024) - [j6]Thomas Eiter, Tobias Geibinger, Nysret Musliu, Johannes Oetsch, Peter Skocovský, Daria Stepanova:
Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling - ADDENDUM. Theory Pract. Log. Program. 24(2): 421 (2024) - [i8]Daniel Daza, Cuong Xuan Chu, Trung-Kien Tran, Daria Stepanova, Michael Cochez, Paul Groth:
Explaining Graph Neural Networks for Node Similarity on Graphs. CoRR abs/2407.07639 (2024) - [i7]Zihang Peng, Daria Stepanova, Vinh Thinh Ho, Heike Adel, Alessandra Russo, Simon Ott:
Learning Rules from KGs Guided by Language Models. CoRR abs/2409.07869 (2024) - 2023
- [j5]Thomas Eiter, Tobias Geibinger, Nysret Musliu, Johannes Oetsch, Peter Skocovský, Daria Stepanova:
Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling. Theory Pract. Log. Program. 23(6): 1281-1306 (2023) - [c44]Medina Andresel, Trung-Kien Tran, Csaba Domokos, Pasquale Minervini, Daria Stepanova:
Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs. CIKM 2023: 15-24 - [c43]Simon Ott, Patrick Betz, Daria Stepanova, Mohamed H. Gad-Elrab, Christian Meilicke, Heiner Stuckenschmidt:
Rule-based Knowledge Graph Completion with Canonical Models. CIKM 2023: 1971-1981 - [c42]Diego Rincon-Yanez, Mohamed H. Gad-Elrab, Daria Stepanova, Kien-Trung Tran, Cuong Chu Xuan, Baifan Zhou, Evgeny Kharlamov:
Addressing the Scalability Bottleneck of Semantic Technologies at Bosch. ESWC (Satellite Events) 2023: 177-181 - [c41]Cuong Chu Xuan, Mohamed H. Gad-Elrab, Trung-Kien Tran, Marvin Schiller, Evgeny Kharlamov, Daria Stepanova:
Supplier Optimization at Bosch with Knowledge Graphs and Answer Set Programming. ESWC (Satellite Events) 2023: 200-204 - [c40]Loris Bozzato, Thomas Eiter, Rafael Kiesel, Daria Stepanova:
Semantically Guided Scene Generation via Contextual Reasoning and Algebraic Measures. ICLP Workshops 2023 - [c39]Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Hendrik Blockeel:
FeaBI: A Feature Selection-Based Framework for Interpreting KG Embeddings. ISWC 2023: 599-617 - [c38]Huu Tan Mai, Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Hendrik Blockeel:
Look beyond the Surface: A Demo for Explaining Knowledge Graph Embeddings and Entity Similarity. ISWC (Posters/Demos/Industry) 2023 - [i6]Loris Bozzato, Thomas Eiter, Rafael Kiesel, Daria Stepanova:
Contextual Reasoning for Scene Generation (Technical Report). CoRR abs/2305.02255 (2023) - [i5]Diego Rincon-Yanez, Mohamed H. Gad-Elrab, Daria Stepanova, Kien-Trung Tran, Cuong Chu Xuan, Baifan Zhou, Evgeny Kharlamov:
Addressing the Scalability Bottleneck of Semantic Technologies at Bosch. CoRR abs/2309.10550 (2023) - 2022
- [c37]Thomas Eiter, Tobias Geibinger, Nelson Higuera Ruiz, Nysret Musliu, Johannes Oetsch, Daria Stepanova:
Large-Neighbourhood Search for Optimisation in Answer-Set Solving. AAAI 2022: 5616-5625 - [c36]Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Nikolay Nikolov, Ahmet Soylu, Evgeny Kharlamov:
The Data Value Quest: A Holistic Semantic Approach at Bosch. ESWC (Satellite Events) 2022: 287-290 - [c35]Thomas Eiter, Tobias Geibinger, Nelson Higuera Ruiz, Nysret Musliu, Johannes Oetsch, Daria Stepanova:
ALASPO: An Adaptive Large-Neighbourhood ASP Optimiser. KR 2022 - [c34]Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Piyapat Saranrittichai, Csaba Domokos, Hendrik Blockeel:
Towards Neural Network Interpretability Using Commonsense Knowledge Graphs. ISWC 2022: 74-90 - [c33]Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Yunjie He, Yuqicheng Zhu, Muhammad Yahya, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov:
Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment. ISWC (Posters/Demos/Industry) 2022 - [c32]Vinh Thinh Ho, Daria Stepanova, Dragan Milchevski, Jannik Strötgen, Gerhard Weikum:
Enhancing Knowledge Bases with Quantity Facts. WWW 2022: 893-901 - [i4]Thomas Eiter, Tobias Geibinger, Nysret Musliu, Johannes Oetsch, Peter Skocovsky, Daria Stepanova:
Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling. CoRR abs/2212.09077 (2022) - 2021
- [c31]Thomas Eiter, Tobias Geibinger, Nysret Musliu, Johannes Oetsch, Peter Skocovský, Daria Stepanova:
Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling. KR 2021: 280-290 - [c30]Sreyasi Nag Chowdhury, Ruwan Wickramarachchi, Mohamed H. Gad-Elrab, Daria Stepanova, Cory A. Henson:
Towards Leveraging Commonsense Knowledge for Autonomous Driving. ISWC (Posters/Demos/Industry) 2021 - [c29]Nitisha Jain, Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova:
Improving Knowledge Graph Embeddings with Ontological Reasoning. ISWC 2021: 410-426 - [i3]Medina Andresel, Csaba Domokos, Daria Stepanova, Trung-Kien Tran:
A Neural-symbolic Approach for Ontology-mediated Query Answering. CoRR abs/2106.14052 (2021) - [i2]Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger:
On Event-Driven Knowledge Graph Completion in Digital Factories. CoRR abs/2109.03655 (2021) - 2020
- [c28]Po-Wei Wang, Daria Stepanova, Csaba Domokos, J. Zico Kolter:
Differentiable learning of numerical rules in knowledge graphs. ICLR 2020 - [c27]Mohamed H. Gad-Elrab, Daria Stepanova, Trung-Kien Tran, Heike Adel, Gerhard Weikum:
ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs. ISWC (1) 2020: 218-237 - [c26]Mohamed H. Gad-Elrab, Vinh Thinh Ho, Evgeny Levinkov, Trung-Kien Tran, Daria Stepanova:
Towards Utilizing Knowledge Graph Embedding Models for Conceptual Clustering. ISWC (Demos/Industry) 2020: 281-286 - [c25]Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova, Evgeny Kharlamov, Jannik Strötgen:
Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs. WWW 2020: 2613-2619
2010 – 2019
- 2019
- [j4]Sergey Paramonov, Daria Stepanova, Pauli Miettinen:
Hybrid ASP-based Approach to Pattern Mining. Theory Pract. Log. Program. 19(4): 505-535 (2019) - [c24]Anees Mehdi, Evgeny Kharlamov, Daria Stepanova, Felix Loesch, Irlán Grangel-González:
Towards Semantic Integration of Bosch Manufacturing Data. ISWC (Satellites) 2019: 303-304 - [c23]Jannik Strötgen, Trung-Kien Tran, Annemarie Friedrich, Dragan Milchevski, Federico Tomazic, Anika Marusczyk, Heike Adel, Daria Stepanova, Felix Hildebrand, Evgeny Kharlamov:
Towards the Bosch Materials Science Knowledge Base. ISWC (Satellites) 2019: 323-324 - [c22]Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum:
ExFaKT: A Framework for Explaining Facts over Knowledge Graphs and Text. WSDM 2019: 87-95 - [c21]Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum:
Tracy: Tracing Facts over Knowledge Graphs and Text. WWW 2019: 3516-3520 - [e1]Markus Krötzsch, Daria Stepanova:
Reasoning Web. Explainable Artificial Intelligence - 15th International Summer School 2019, Bolzano, Italy, September 20-24, 2019, Tutorial Lectures. Lecture Notes in Computer Science 11810, Springer 2019, ISBN 978-3-030-31422-4 [contents] - 2018
- [c20]Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Marcel Hildebrandt, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger:
Event-Enhanced Learning for KG Completion. ESWC 2018: 541-559 - [c19]Thomas Pellissier Tanon, Daria Stepanova, Simon Razniewski, Paramita Mirza, Gerhard Weikum:
Completeness-aware Rule Learning from Knowledge Graphs. IJCAI 2018: 5339-5343 - [c18]Daria Stepanova, Mohamed H. Gad-Elrab, Vinh Thinh Ho:
Rule Induction and Reasoning over Knowledge Graphs. RW 2018: 142-172 - [c17]Vinh Thinh Ho, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov, Gerhard Weikum:
Learning Rules from Incomplete KGs using Embeddings. ISWC (P&D/Industry/BlueSky) 2018 - [c16]Vinh Thinh Ho, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov, Gerhard Weikum:
Rule Learning from Knowledge Graphs Guided by Embedding Models. ISWC (1) 2018: 72-90 - [c15]Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Marcel Hildebrandt, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger:
Filling Gaps in Industrial Knowledge Graphs via Event-Enhanced Embedding. ISWC (P&D/Industry/BlueSky) 2018 - [i1]Sergey Paramonov, Daria Stepanova, Pauli Miettinen:
Hybrid ASP-based Approach to Pattern Mining. CoRR abs/1808.07302 (2018) - 2017
- [c14]Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger:
On event-driven knowledge graph completion in digital factories. IEEE BigData 2017: 1676-1681 - [c13]Francesca Alessandra Lisi, Daria Stepanova:
Combining Rule Learning and Nonmonotonic Reasoning for Link Prediction in Knowledge Graphs. RuleML+RR (Supplement) 2017 - [c12]Sergey Paramonov, Daria Stepanova, Pauli Miettinen:
Hybrid ASP-Based Approach to Pattern Mining. RuleML+RR 2017: 199-214 - [c11]Thomas Pellissier Tanon, Daria Stepanova, Simon Razniewski, Paramita Mirza, Gerhard Weikum:
Completeness-Aware Rule Learning from Knowledge Graphs. ISWC (1) 2017: 507-525 - 2016
- [j3]Thomas Eiter, Michael Fink, Daria Stepanova:
Data repair of inconsistent nonmonotonic description logic programs. Artif. Intell. 239: 7-53 (2016) - [j2]Thomas Eiter, Michael Fink, Daria Stepanova:
Computing Repairs of Inconsistent DL-Programs over EL Ontologies. J. Artif. Intell. Res. 56: 463-515 (2016) - [j1]Francesco Calimeri, Michael Fink, Stefano Germano, Andreas Humenberger, Giovambattista Ianni, Christoph Redl, Daria Stepanova, Andrea Tucci, Anton Wimmer:
Angry-HEX: An Artificial Player for Angry Birds Based on Declarative Knowledge Bases. IEEE Trans. Comput. Intell. AI Games 8(2): 128-139 (2016) - [c10]Hai Dang Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Francesca A. Lisi, Gerhard Weikum:
Towards Nonmonotonic Relational Learning from Knowledge Graphs. ILP 2016: 94-107 - [c9]Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum:
Exception-Enriched Rule Learning from Knowledge Graphs. ISWC (1) 2016: 234-251 - 2014
- [c8]Thomas Eiter, Michael Fink, Christoph Redl, Daria Stepanova:
Exploiting Support Sets for Answer Set Programs with External Evaluations. AAAI 2014: 1041-1048 - [c7]Thomas Eiter, Michael Fink, Daria Stepanova:
Towards Practical Deletion Repair of Inconsistent DL-programs. Description Logics 2014: 169-180 - [c6]Thomas Eiter, Michael Fink, Daria Stepanova:
Towards Practical Deletion Repair of Inconsistent DL-programs. ECAI 2014: 285-290 - [c5]Thomas Eiter, Michael Fink, Daria Stepanova:
Computing Repairs for Inconsistent DL-programs over EL Ontologies. JELIA 2014: 426-441 - 2013
- [c4]Thomas Eiter, Michael Fink, Daria Stepanova:
Data Repair of Inconsistent DL-Programs. IJCAI 2013: 869-876 - [c3]Thomas Eiter, Michael Fink, Daria Stepanova:
Inconsistency Management for Description Logic Programs and Beyond. RR 2013: 1-3 - 2012
- [c2]Thomas Eiter, Michael Fink, Daria Stepanova:
Semantic Independence in DL-Programs. RR 2012: 58-74
2000 – 2009
- 2009
- [c1]Daria Stepanova, Simon Edward Parkin, Aad P. A. van Moorsel:
A Knowledge Base for Justified Information Security Decision-making. ICSOFT (2) 2009: 326-331
Coauthor Index
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