Daria Stepanova

Orcid: 0000-0001-8654-5121

Affiliations:
  • Bosch Center for Artificial Intelligence, Renningen, Germany
  • Max Planck Institute of Informatics
  • TU Wien, Austria


According to our database1, Daria Stepanova authored at least 52 papers between 2009 and 2024.

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Bibliography

2024
Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling - ADDENDUM.
Theory Pract. Log. Program., March, 2024

Neuro-symbolic AI and the semantic web.
Semantic Web, 2024

Learning Rules from KGs Guided by Language Models.
CoRR, 2024

Explaining Graph Neural Networks for Node Similarity on Graphs.
CoRR, 2024

Adaptive large-neighbourhood search for optimisation in answer-set programming.
Artif. Intell., 2024

2023
Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling.
Theory Pract. Log. Program., November, 2023

Contextual Reasoning for Scene Generation (Technical Report).
CoRR, 2023

Look beyond the Surface: A Demo for Explaining Knowledge Graph Embeddings and Entity Similarity.
Proceedings of the ISWC 2023 Posters, 2023

FeaBI: A Feature Selection-Based Framework for Interpreting KG Embeddings.
Proceedings of the Semantic Web - ISWC 2023, 2023

Semantically Guided Scene Generation via Contextual Reasoning and Algebraic Measures.
Proceedings of the International Conference on Logic Programming 2023 Workshops co-located with the 39th International Conference on Logic Programming (ICLP 2023), 2023

Supplier Optimization at Bosch with Knowledge Graphs and Answer Set Programming.
Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

Addressing the Scalability Bottleneck of Semantic Technologies at Bosch.
Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

Rule-based Knowledge Graph Completion with Canonical Models.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Enhancing Knowledge Bases with Quantity Facts.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment.
Proceedings of the ISWC 2022 Posters, 2022

Towards Neural Network Interpretability Using Commonsense Knowledge Graphs.
Proceedings of the Semantic Web - ISWC 2022, 2022

ALASPO: An Adaptive Large-Neighbourhood ASP Optimiser.
Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning, 2022

The Data Value Quest: A Holistic Semantic Approach at Bosch.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Large-Neighbourhood Search for Optimisation in Answer-Set Solving.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A Neural-symbolic Approach for Ontology-mediated Query Answering.
CoRR, 2021

Improving Knowledge Graph Embeddings with Ontological Reasoning.
Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

Towards Leveraging Commonsense Knowledge for Autonomous Driving.
Proceedings of the ISWC 2021 Posters, 2021

2020
Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs.
Proceedings of the Semantic Web - ISWC 2020, 2020

Towards Utilizing Knowledge Graph Embedding Models for Conceptual Clustering.
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Differentiable learning of numerical rules in knowledge graphs.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Hybrid ASP-based Approach to Pattern Mining.
Theory Pract. Log. Program., 2019

Tracy: Tracing Facts over Knowledge Graphs and Text.
Proceedings of the World Wide Web Conference, 2019

ExFaKT: A Framework for Explaining Facts over Knowledge Graphs and Text.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Towards the Bosch Materials Science Knowledge Base.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Towards Semantic Integration of Bosch Manufacturing Data.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

2018
Filling Gaps in Industrial Knowledge Graphs via Event-Enhanced Embedding.
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

Rule Learning from Knowledge Graphs Guided by Embedding Models.
Proceedings of the Semantic Web - ISWC 2018, 2018

Learning Rules from Incomplete KGs using Embeddings.
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

Rule Induction and Reasoning over Knowledge Graphs.
Proceedings of the Reasoning Web. Learning, Uncertainty, Streaming, and Scalability, 2018

Completeness-aware Rule Learning from Knowledge Graphs.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Event-Enhanced Learning for KG Completion.
Proceedings of the Semantic Web - 15th International Conference, 2018

2017
Combining Rule Learning and Nonmonotonic Reasoning for Link Prediction in Knowledge Graphs.
Proceedings of the Doctoral Consortium, 2017

On event-driven knowledge graph completion in digital factories.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Angry-HEX: An Artificial Player for Angry Birds Based on Declarative Knowledge Bases.
IEEE Trans. Comput. Intell. AI Games, 2016

Computing Repairs of Inconsistent DL-Programs over EL Ontologies.
J. Artif. Intell. Res., 2016

Data repair of inconsistent nonmonotonic description logic programs.
Artif. Intell., 2016

Exception-Enriched Rule Learning from Knowledge Graphs.
Proceedings of the Semantic Web - ISWC 2016, 2016

Towards Nonmonotonic Relational Learning from Knowledge Graphs.
Proceedings of the Inductive Logic Programming - 26th International Conference, 2016

2014
Computing Repairs for Inconsistent DL-programs over <i>EL</i> Ontologies.
Proceedings of the Logics in Artificial Intelligence - 14th European Conference, 2014

Towards Practical Deletion Repair of Inconsistent DL-programs.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Exploiting Support Sets for Answer Set Programs with External Evaluations.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Inconsistency Management for Description Logic Programs and Beyond.
Proceedings of the Web Reasoning and Rule Systems - 7th International Conference, 2013

Data Repair of Inconsistent DL-Programs.
Proceedings of the IJCAI 2013, 2013

2012
Semantic Independence in DL-Programs.
Proceedings of the Web Reasoning and Rule Systems - 6th International Conference, 2012

2009
A Knowledge Base for Justified Information Security Decision-making.
Proceedings of the ICSOFT 2009, 2009


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