Daria Stepanova

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 49

Top Topics

Graph Embedding

Commonsense Knowledge

Answer Set Programming

Top Venues

ESWC (Satellite Events)

Publications

Daniel Daza, Cuong Xuan Chu, Trung-Kien Tran, Daria Stepanova, Michael Cochez, Paul Groth
Explaining Graph Neural Networks for Node Similarity on Graphs. CoRR (2024)
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) (2024)
Loris Bozzato, Thomas Eiter, Rafael Kiesel, Daria Stepanova
Semantically Guided Scene Generation via Contextual Reasoning and Algebraic Measures. ICLP Workshops (2023)
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)
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)
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 (2023)
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)
Loris Bozzato, Thomas Eiter, Rafael Kiesel, Daria Stepanova
Contextual Reasoning for Scene Generation (Technical Report). CoRR (2023)
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)
Simon Ott, Patrick Betz, Daria Stepanova, Mohamed H. Gad-Elrab, Christian Meilicke, Heiner Stuckenschmidt
Rule-based Knowledge Graph Completion with Canonical Models. CIKM (2023)
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) (2023)
Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Hendrik Blockeel
FeaBI: A Feature Selection-Based Framework for Interpreting KG Embeddings. ISWC (2023)
Thomas Eiter, Tobias Geibinger, Nelson Higuera Ruiz, Nysret Musliu, Johannes Oetsch, Daria Stepanova
Large-Neighbourhood Search for Optimisation in Answer-Set Solving. AAAI (2022)
Vinh Thinh Ho, Daria Stepanova, Dragan Milchevski, Jannik Strötgen, Gerhard Weikum
Enhancing Knowledge Bases with Quantity Facts. WWW (2022)
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)
Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Piyapat Saranrittichai, Csaba Domokos, Hendrik Blockeel
Towards Neural Network Interpretability Using Commonsense Knowledge Graphs. ISWC (2022)
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)
Thomas Eiter, Tobias Geibinger, Nelson Higuera Ruiz, Nysret Musliu, Johannes Oetsch, Daria Stepanova
ALASPO: An Adaptive Large-Neighbourhood ASP Optimiser. KR (2022)
Thomas Eiter, Tobias Geibinger, Nysret Musliu, Johannes Oetsch, Peter Skocovsky, Daria Stepanova
Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling. CoRR (2022)
Nitisha Jain, Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova
Improving Knowledge Graph Embeddings with Ontological Reasoning. ISWC (2021)
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)
Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
On Event-Driven Knowledge Graph Completion in Digital Factories. CoRR (2021)
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)
Medina Andresel, Csaba Domokos, Daria Stepanova, Trung-Kien Tran
A Neural-symbolic Approach for Ontology-mediated Query Answering. CoRR (2021)
Mohamed H. Gad-Elrab, Daria Stepanova, Trung-Kien Tran, Heike Adel, Gerhard Weikum
ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs. ISWC (1) (2020)
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)
Po-Wei Wang, Daria Stepanova, Csaba Domokos, J. Zico Kolter
Differentiable learning of numerical rules in knowledge graphs. ICLR (2020)
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)
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)
Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum
ExFaKT: A Framework for Explaining Facts over Knowledge Graphs and Text. WSDM (2019)
Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum
Tracy: Tracing Facts over Knowledge Graphs and Text. WWW (2019)
Anees Mehdi, Evgeny Kharlamov, Daria Stepanova, Felix Loesch, Irlán Grangel-González
Towards Semantic Integration of Bosch Manufacturing Data. ISWC (Satellites) (2019)
Sergey Paramonov, Daria Stepanova, Pauli Miettinen
Hybrid ASP-based Approach to Pattern Mining. Theory Pract. Log. Program. 19 (4) (2019)
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)
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)
Daria Stepanova, Mohamed H. Gad-Elrab, Vinh Thinh Ho
Rule Induction and Reasoning over Knowledge Graphs. Reasoning Web (2018)
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)
Thomas Pellissier Tanon, Daria Stepanova, Simon Razniewski, Paramita Mirza, Gerhard Weikum
Completeness-aware Rule Learning from Knowledge Graphs. IJCAI (2018)
Sergey Paramonov, Daria Stepanova, Pauli Miettinen
Hybrid ASP-based Approach to Pattern Mining. CoRR (2018)
Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Marcel Hildebrandt, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
Event-Enhanced Learning for KG Completion. ESWC (2018)
Thomas Pellissier Tanon, Daria Stepanova, Simon Razniewski, Paramita Mirza, Gerhard Weikum
Completeness-Aware Rule Learning from Knowledge Graphs. ISWC (1) (2017)
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)
Sergey Paramonov, Daria Stepanova, Pauli Miettinen
Hybrid ASP-Based Approach to Pattern Mining. RuleML+RR (2017)
Francesca Alessandra Lisi, Daria Stepanova
Combining Rule Learning and Nonmonotonic Reasoning for Link Prediction in Knowledge Graphs. RuleML+RR (Supplement) (2017)
Hai Dang Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Francesca A. Lisi, Gerhard Weikum
Towards Nonmonotonic Relational Learning from Knowledge Graphs. ILP (2016)
Thomas Eiter, Michael Fink, Daria Stepanova
Computing Repairs of Inconsistent DL-Programs over EL Ontologies. J. Artif. Intell. Res. 56 (2016)
Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum
Exception-Enriched Rule Learning from Knowledge Graphs. ISWC (1) (2016)
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) (2016)
Thomas Eiter, Michael Fink, Daria Stepanova
Data repair of inconsistent nonmonotonic description logic programs. Artif. Intell. 239 (2016)
Thomas Eiter, Michael Fink, Daria Stepanova
Ontologies. JELIA (2014)
Thomas Eiter, Michael Fink, Christoph Redl, Daria Stepanova
Exploiting Support Sets for Answer Set Programs with External Evaluations. AAAI (2014)
Thomas Eiter, Michael Fink, Daria Stepanova
Towards Practical Deletion Repair of Inconsistent DL-programs. ECAI (2014)
Thomas Eiter, Michael Fink, Daria Stepanova
Towards Practical Deletion Repair of Inconsistent DL-programs. Description Logics (2014)
Thomas Eiter, Michael Fink, Daria Stepanova
Inconsistency Management for Description Logic Programs and Beyond. RR (2013)
Thomas Eiter, Michael Fink, Daria Stepanova
Data Repair of Inconsistent DL-Programs. IJCAI (2013)
Thomas Eiter, Michael Fink, Daria Stepanova
Semantic Independence in DL-Programs. RR (2012)
Daria Stepanova, Simon Edward Parkin, Aad P. A. van Moorsel
A Knowledge Base for Justified Information Security Decision-making. ICSOFT (2) (2009)