Daria Stepanova

发表

Completeness-Aware Rule Learning from Knowledge Graphs

Simon Razniewski, Gerhard Weikum, Thomas Pellissier Tanon, 2017, SEMWEB.

Data repair of inconsistent nonmonotonic description logic programs

Daria Stepanova, Thomas Eiter, Michael Fink, 2016, Artif. Intell..

A Knowledge Base for Justified Information Security Decision-making

Daria Stepanova, Simon Edward Parkin, Aad P. A. van Moorsel, 2009, ICSOFT.

Filling Gaps in Industrial Knowledge Graphs via Event-Enhanced Embedding

Peer Kröger, Ian Horrocks, Evgeny Kharlamov, 2018, International Semantic Web Conference.

An Approach to Nonmonotonic Relational Learning from Knowledge Graphs

Gerhard Weikum, Daria Stepanova, Hai Dang Tran, 2017 .

Completeness-aware Rule Learning from Knowledge Graphs

Simon Razniewski, Gerhard Weikum, Thomas Pellissier Tanon, 2018, IJCAI.

On event-driven knowledge graph completion in digital factories

Peer Kröger, Ian Horrocks, Evgeny Kharlamov, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Requirements Optimization for Small Satellite Optical Communications

Daria Stepanova, Valentin Pryanichnikov, 2019 .

Tracy: Tracing Facts over Knowledge Graphs and Text

Gerhard Weikum, Jacopo Urbani, Daria Stepanova, 2019, WWW.

Microbiology of Foodstuffs

Daria Stepanova, Elena Kovaleva, 2016 .

Hybrid ASP-Based Approach to Pattern Mining

Pauli Miettinen, Daria Stepanova, Sergey Paramonov, 2017, RuleML+RR.

Data Repair of Inconsistent DL-Programs

Daria Stepanova, Thomas Eiter, Michael Fink, 2013, IJCAI.

Learning Rules from Incomplete KGs using Embeddings

Evgeny Kharlamov, Gerhard Weikum, Daria Stepanova, 2018, SEMWEB.

Differentiable learning of numerical rules in knowledge graphs

Daria Stepanova, J. Zico Kolter, Po-Wei Wang, 2020, ICLR.

Inconsistency Management for Description Logic Programs and Beyond

Daria Stepanova, Thomas Eiter, Michael Fink, 2013, RR.

Computing Repairs for Inconsistent DL-programs over EL Ontologies

Daria Stepanova, Thomas Eiter, Michael Fink, 2014, JELIA.

Rule Induction and Reasoning over Knowledge Graphs

Daria Stepanova, Mohamed H. Gad-Elrab, Vinh Thinh Ho, 2018, Reasoning Web.

ExFaKT: A Framework for Explaining Facts over Knowledge Graphs and Text

Gerhard Weikum, Jacopo Urbani, Daria Stepanova, 2019, WSDM.

Computing Repairs of Inconsistent DL-Programs over EL Ontologies

Daria Stepanova, Thomas Eiter, Michael Fink, 2016, J. Artif. Intell. Res..

Towards Practical Deletion Repair of Inconsistent DL-programs

Daria Stepanova, Thomas Eiter, Michael Fink, 2014, Description Logics.

Event-Enhanced Learning for KG Completion

Peer Kröger, Ian Horrocks, Evgeny Kharlamov, 2018, ESWC.

Exploiting Support Sets for Answer Set Programs with External Evaluations

Daria Stepanova, Thomas Eiter, Michael Fink, 2014, AAAI.

Hybrid ASP-based Approach to Pattern Mining pdf

Pauli Miettinen, Daria Stepanova, Sergey Paramonov, 2019, Theory Pract. Log. Program..

Rule Learning from Knowledge Graphs Guided by Embedding Models

Evgeny Kharlamov, Gerhard Weikum, Daria Stepanova, 2018, SEMWEB.

Towards Nonmonotonic Relational Learning from Knowledge Graphs

Gerhard Weikum, Daria Stepanova, Francesca A. Lisi, 2016, ILP.

Combining Rule Learning and Nonmonotonic Reasoning for Link Prediction in Knowledge Graphs

Daria Stepanova, Francesca A. Lisi, 2017, RuleML+RR.

Semantic Independence in DL-Programs

Daria Stepanova, Thomas Eiter, Michael Fink, 2012, RR.

Exception-Enriched Rule Learning from Knowledge Graphs

Gerhard Weikum, Jacopo Urbani, Daria Stepanova, 2016, SEMWEB.

Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs

Evgeny Kharlamov, Daria Stepanova, Jannik Strötgen, 2020, WWW.

Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling

Daria Stepanova, Nysret Musliu, Thomas Eiter, 2021, KR.

Improving Knowledge Graph Embeddings with Ontological Reasoning

Daria Stepanova, Nitisha Jain, Mohamed H. Gad-Elrab, 2021, SEMWEB.

Towards Leveraging Commonsense Knowledge for Autonomous Driving

Daria Stepanova, Cory A. Henson, Ruwan Wickramarachchi, 2021, SEMWEB.

A Neural-symbolic Approach for Ontology-mediated Query Answering pdf

Daria Stepanova, Csaba Domokos, Medina Andresel, 2021, ArXiv.

ITS-enabled advanced road weather services and infrastructures for vehicle winter testing, professional traffic fleets and future automated driving

Daria Stepanova, Timo Sukuvaara, Virve Karsisto, 2018 .