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Christian Meilicke

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affiliation: University of Mannheim, Research Group Data and Web Science, Germany

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Books and Theses

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2011
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Christian Meilicke:
Alignment incoherence in ontology matching. University of Mannheim, 2011, pp. 1-190

Journal Articles

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2024
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Christian Meilicke, Melisachew Wudage Chekol, Patrick Betz, Manuel Fink, Heiner Stuckenschmidt:
Anytime bottom-up rule learning for large-scale knowledge graph completion. VLDB J. 33(1): 131-161 (2024)
2022
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Diana Sola, Han van der Aa, Christian Meilicke, Heiner Stuckenschmidt:
Exploiting label semantics for rule-based activity recommendation in business process modeling. Inf. Syst. 108: 102049 (2022)
2018
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Joerg Schoenfisch, Christian Meilicke, Janno von Stülpnagel, Jens Ortmann, Heiner Stuckenschmidt:
Root cause analysis in IT infrastructures using ontologies and abduction in Markov Logic Networks. Inf. Syst. 74(Part): 103-116 (2018)
2017
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Christian Meilicke, Henrik Leopold, Elena Kuss, Heiner Stuckenschmidt, Hajo A. Reijers:
Overcoming individual process model matcher weaknesses using ensemble matching. Decis. Support Syst. 100: 15-26 (2017)
[j5]
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Erman Acar, Manuel Fink, Christian Meilicke, Camilo Thorne, Heiner Stuckenschmidt:
Multi-Attribute Decision Making with Weighted Description Logics. FLAP 4(7) (2017)
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Jakob Huber, Mathias Niepert, Jan Noessner, Joerg Schoenfisch, Christian Meilicke, Heiner Stuckenschmidt:
An infrastructure for probabilistic reasoning with web ontologies. Semantic Web 8(2): 255-269 (2017)
2012
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Christian Meilicke, Raul Garcia-Castro, Fred Freitas, Willem Robert van Hage, Elena Montiel-Ponsoda, Ryan Ribeiro de Azevedo, Heiner Stuckenschmidt, Ondrej Sváb-Zamazal, Vojtech Svátek, Andrei Tamilin, Cássia Trojahn dos Santos, Shenghui Wang:
MultiFarm: A benchmark for multilingual ontology matching. J. Web Semant. 15: 62-68 (2012)
2011
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Jérôme Euzenat, Christian Meilicke, Heiner Stuckenschmidt, Pavel Shvaiko, Cássia Trojahn dos Santos:
Ontology Alignment Evaluation Initiative: Six Years of Experience. J. Data Semant. 15: 158-192 (2011)
2009
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Christian Meilicke, Heiner Stuckenschmidt, Andrei Tamilin:
Reasoning Support for Mapping Revision. J. Log. Comput. 19(5): 807-829 (2009)

Conference and Workshop Papers

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2023
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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
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Diana Sola, Han van der Aa, Christian Meilicke, Heiner Stuckenschmidt:
Activity Recommendation for Business Process Modeling with Pre-trained Language Models. ESWC 2023: 316-334
2022
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Patrick Betz, Christian Meilicke, Heiner Stuckenschmidt:
Supervised Knowledge Aggregation for Knowledge Graph Completion. ESWC 2022: 74-92
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Patrick Betz, Christian Meilicke, Heiner Stuckenschmidt:
Adversarial Explanations for Knowledge Graph Embeddings. IJCAI 2022: 2820-2826
2021
[c67]
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Christian Meilicke, Patrick Betz, Heiner Stuckenschmidt:
Why a Naive Way to Combine Symbolic and Latent Knowledge Base Completion Works Surprisingly Well. AKBC 2021
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Simon Ott, Christian Meilicke, Matthias Samwald:
SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models. AKBC 2021
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Diana Sola, Christian Meilicke, Han van der Aa, Heiner Stuckenschmidt:
On the Use of Knowledge Graph Completion Methods for Activity Recommendation in Business Process Modeling. Business Process Management Workshops 2021: 5-17
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Diana Sola, Christian Meilicke, Han van der Aa, Heiner Stuckenschmidt:
A Rule-Based Recommendation Approach for Business Process Modeling. CAiSE 2021: 328-343
2020
[c63]
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Manuel Fink, Christian Meilicke, Heiner Stuckenschmidt:
Explaining Differences Between Unaligned Table Snapshots. EDBT 2020: 133-144
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Kiril Gashteovski, Rainer Gemulla, Bhushan Kotnis, Sven Hertling, Christian Meilicke:
On Aligning OpenIE Extractions with Knowledge Bases: A Case Study. Eval4NLP 2020: 143-154
2019
[c61]
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Christian Meilicke, Melisachew Wudage Chekol, Daniel Ruffinelli, Heiner Stuckenschmidt:
Anytime Bottom-Up Rule Learning for Knowledge Graph Completion. IJCAI 2019: 3137-3143
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Christian Meilicke, Melisachew Wudage Chekol, Daniel Ruffinelli, Heiner Stuckenschmidt:
An Introduction to AnyBURL. KI 2019: 244-248
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Yanjie Wang, Daniel Ruffinelli, Rainer Gemulla, Samuel Broscheit, Christian Meilicke:
On Evaluating Embedding Models for Knowledge Base Completion. RepL4NLP@ACL 2019: 104-112
[c58]
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Ioana Hulpus, Jonathan Kobbe, Christian Meilicke, Heiner Stuckenschmidt, Maria Becker, Juri Opitz, Vivi Nastase, Anette Frank:
Towards Explaining Natural Language Arguments with Background Knowledge. PROFILES/SEMEX@ISWC 2019: 62-77
2018
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  - conf/percom/SztylerMS18
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Timo Sztyler, Christian Meilicke, Heiner Stuckenschmidt:
Towards Systematic Benchmarking of Activity Recognition Algorithms. PerCom Workshops 2018: 15-20
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Christian Meilicke, Manuel Fink, Yanjie Wang, Daniel Ruffinelli, Rainer Gemulla, Heiner Stuckenschmidt:
Fine-Grained Evaluation of Rule- and Embedding-Based Systems for Knowledge Graph Completion. ISWC (1) 2018: 3-20
2017
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Elena Kuss, Henrik Leopold, Christian Meilicke, Heiner Stuckenschmidt:
Ranking-Based Evaluation of Process Model Matching - (Short Paper). OTM Conferences (1) 2017: 298-305
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Christian Meilicke, Daniel Ruffinelli, Andreas Nolle, Heiko Paulheim, Heiner Stuckenschmidt:
Fast ABox Consistency Checking Using Incomplete Reasoning and Caching. RuleML+RR 2017: 168-183
[c53]
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Manel Achichi, Michelle Cheatham, Zlatan Dragisic, Jérôme Euzenat, Daniel Faria, Alfio Ferrara, Giorgos Flouris, Irini Fundulaki, Ian Harrow, Valentina Ivanova, Ernesto Jiménez-Ruiz, Kristian Kolthoff, Elena Kuss, Patrick Lambrix, Henrik Leopold, Huanyu Li, Christian Meilicke, Majid Mohammadi, Stefano Montanelli, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Andrea Splendiani, Heiner Stuckenschmidt, Élodie Thiéblin, Konstantin Todorov, Cássia Trojahn, Ondrej Zamazal:
Results of the Ontology Alignment Evaluation Initiative 2017. OM@ISWC 2017: 61-113
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Andreas Nolle, Melisachew Wudage Chekol, Christian Meilicke, German Nemirovski, Heiner Stuckenschmidt:
Automated Fine-Grained Trust Assessment in Federated Knowledge Bases. ISWC (1) 2017: 490-506
2016
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Andreas Nolle, Christian Meilicke, Melisachew Wudage Chekol, German Nemirovski, Heiner Stuckenschmidt:
Schema-Based Debugging of Federated Data Sources. ECAI 2016: 381-389
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Melisachew Wudage Chekol, Jakob Huber, Christian Meilicke, Heiner Stuckenschmidt:
Markov Logic Networks with Numerical Constraints. ECAI 2016: 1017-1025
[c49]
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Joerg Schoenfisch, Janno von Stülpnagel, Jens Ortmann, Christian Meilicke, Heiner Stuckenschmidt:
Root Cause Analysis through Abduction in Markov Logic Networks. EDOC 2016: 1-8
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Heiner Stuckenschmidt, Simone Paolo Ponzetto, Christian Meilicke:
Detecting Meaningful Compounds in Complex Class Labels. EKAW 2016: 621-635
[c47]
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Manel Achichi, Michelle Cheatham, Zlatan Dragisic, Jérôme Euzenat, Daniel Faria, Alfio Ferrara, Giorgos Flouris, Irini Fundulaki, Ian Harrow, Valentina Ivanova, Ernesto Jiménez-Ruiz, Elena Kuss, Patrick Lambrix, Henrik Leopold, Huanyu Li, Christian Meilicke, Stefano Montanelli, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Andrea Splendiani, Heiner Stuckenschmidt, Konstantin Todorov, Cássia Trojahn dos Santos, Ondrej Zamazal:
Results of the Ontology Alignment Evaluation Initiative 2016. OM@ISWC 2016: 73-129
2015
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Henrik Leopold, Christian Meilicke, Michael Fellmann, Fabian Pittke, Heiner Stuckenschmidt, Jan Mendling:
Towards the Automated Annotation of Process Models. CAiSE 2015: 401-416
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Robert Meusel, Anna Primpeli, Christian Meilicke, Heiko Paulheim, Christian Bizer:
Exploiting Microdata Annotations to Consistently Categorize Product Offers at Web Scale. EC-Web 2015: 83-99
[c44]
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Gonçalo Antunes, Marzieh Bakhshandeh, José Borbinha, João Cardoso, Sharam Dadashnia, Chiara Di Francescomarino, Mauro Dragoni, Peter Fettke, Avigdor Gal, Chiara Ghidini, Philip Hake, Abderrahmane Khiat, Christopher Klinkmüller, Elena Kuss, Henrik Leopold, Peter Loos, Christian Meilicke, Tim Niesen, Catia Pesquita, Timo Péus, Andreas Schoknecht, Eitam Sheetrit, Andreas Sonntag, Heiner Stuckenschmidt, Tom Thaler, Ingo Weber, Matthias Weidlich:
The Process Model Matching Contest 2015. EMISA 2015: 127-155
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Erman Acar, Manuel Fink, Christian Meilicke, Heiner Stuckenschmidt:
uDecide: A Protégé Plugin for Multiattribute Decision Making. K-CAP 2015: 23:1-23:4
[c42]
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Christian Meilicke, Heiner Stuckenschmidt:
New paradigm for alignment extraction. OM 2015: 1-12
[c41]
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Christian Meilicke:
MAMBA - results for the OAEI 2015. OM 2015: 181-184
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Arnab Dutta, Christian Meilicke, Heiner Stuckenschmidt:
Enriching Structured Knowledge with Open Information. WWW 2015: 267-277
2014
[c39]
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Erman Acar, Christian Meilicke:
Multi-Attribute Decision Making using Weighted Description Logics. PRUV 2014: 1-14
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Michael Schuhmacher, Christian Meilicke:
Popular Books and Linked Data: Some Results for the ESWC'14 RecSys Challenge. SemWebEval@ESWC 2014: 176-181
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Arnab Dutta, Christian Meilicke, Simone Paolo Ponzetto:
A Probabilistic Approach for Integrating Heterogeneous Knowledge Sources. ESWC 2014: 286-301
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Andreas Nolle, Christian Meilicke, Heiner Stuckenschmidt, German Nemirovski:
Efficient Federated Debugging of Lightweight Ontologies. RR 2014: 206-215
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Jan Noessner, Heiner Stuckenschmidt, Christian Meilicke, Mathias Niepert:
Completeness and optimality in ontology alignment debugging. OM 2014: 25-36
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Arnab Dutta, Christian Meilicke, Heiner Stuckenschmidt:
Semantifying Triples from Open Information Extraction Systems. STAIRS 2014: 111-120
2013
[c33]
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Christian Meilicke, Jan Noessner, Heiner Stuckenschmidt:
Towards Joint Inference for Complex Ontology Matching. AAAI (Late-Breaking Developments) 2013
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Ernesto Jiménez-Ruiz, Christian Meilicke, Bernardo Cuenca Grau, Ian Horrocks:
Evaluating Mapping Repair Systems with Large Biomedical Ontologies. Description Logics 2013: 246-257
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Daniel Fleischhacker, Christian Meilicke, Johanna Völker, Mathias Niepert:
Computing Incoherence Explanations for Learned Ontologies. RR 2013: 80-94
[c30]
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Arnab Dutta, Christian Meilicke, Mathias Niepert, Simone Paolo Ponzetto:
Integrating Open and Closed Information Extraction: Challenges and First Steps. NLP-DBPEDIA@ISWC 2013
[c29]
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Heiner Stuckenschmidt, Michael Schuhmacher, Johannes Knopp, Christian Meilicke, Ansgar Scherp:
On the Status of Experimental Research on the Semantic Web. ISWC (1) 2013: 591-606
2012
[c28]
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Christian Meilicke, Cássia Trojahn dos Santos, Ondrej Sváb-Zamazal, Dominique Ritze:
Multilingual Ontology Matching Evaluation - A First Report on Using MultiFarm. ESWC (Satellite Events) 2012: 132-147
[c27]
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Mathias Niepert, Christian Meilicke, Heiner Stuckenschmidt:
Towards Distributed MCMC Inference in Probabilistic Knowledge Bases. AKBC-WEKEX@NAACL-HLT 2012: 1-6
[c26]
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José-Luis Aguirre, Kai Eckert, Jérôme Euzenat, Alfio Ferrara, Willem Robert van Hage, Laura Hollink, Christian Meilicke, Andriy Nikolov, Dominique Ritze, François Scharffe, Pavel Shvaiko, Ondrej Sváb-Zamazal, Cássia Trojahn dos Santos, Ernesto Jiménez-Ruiz, Bernardo Cuenca Grau, Benjamin Zapilko:
Results of the Ontology Alignment Evaluation Initiative 2012. OM 2012
2011
[c25]
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  - conf/rweb/NiepertNMS11
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Mathias Niepert, Jan Noessner, Christian Meilicke, Heiner Stuckenschmidt:
Probabilistic-Logical Web Data Integration. Reasoning Web 2011: 504-533
[c24]
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Jérôme Euzenat, Alfio Ferrara, Willem Robert van Hage, Laura Hollink, Christian Meilicke, Andriy Nikolov, Dominique Ritze, François Scharffe, Pavel Shvaiko, Heiner Stuckenschmidt, Ondrej Sváb-Zamazal, Cássia Trojahn dos Santos:
Results of the ontology alignment evaluation initiative 2011. OM 2011
[c23]
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  - conf/semweb/HuberSNM11
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Jakob Huber, Timo Sztyler, Jan Nößner, Christian Meilicke:
CODI: Combinatorial Optimization for Data Integration: results for OAEI 2011. OM 2011
2010
[c22]
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Mathias Niepert, Christian Meilicke, Heiner Stuckenschmidt:
A Probabilistic-Logical Framework for Ontology Matching. AAAI 2010: 1413-1418
[c21]
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Jan Noessner, Mathias Niepert, Christian Meilicke, Heiner Stuckenschmidt:
Leveraging Terminological Structure for Object Reconciliation. ESWC (2) 2010: 334-348
[c20]
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Jérôme Euzenat, Alfio Ferrara, Christian Meilicke, Juan Pane, François Scharffe, Pavel Shvaiko, Heiner Stuckenschmidt, Ondrej Sváb-Zamazal, Vojtech Svátek, Cássia Trojahn dos Santos:
Results of the Ontology Alignment Evaluation Initiative 2010. OM 2010
[c19]
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Jérôme Euzenat, Christian Meilicke, Heiner Stuckenschmidt, Cássia Trojahn dos Santos:
A Web-based Evaluation Service for Ontology Matching. ISWC (Posters & Demos) 2010
[c18]
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Dominique Ritze, Johanna Völker, Christian Meilicke, Ondrej Sváb-Zamazal:
Linguistic analysis for complex ontology matching. OM 2010
[c17]
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Cássia Trojahn dos Santos, Christian Meilicke, Jérôme Euzenat, Heiner Stuckenschmidt:
Automating OAEI campaigns (first report). IWEST@ISWC 2010
2009
[c16]
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Kai Eckert, Christian Meilicke, Heiner Stuckenschmidt:
Improving Ontology Matching Using Meta-level Learning. ESWC 2009: 158-172
[c15]
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Christian Meilicke, Heiner Stuckenschmidt, Ondrej Sváb-Zamazal:
A Reasoning-Based Support Tool for Ontology Mapping Evaluation. ESWC 2009: 878-882
[c14]
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Christian Meilicke:
The Relevance of Reasoning and Alignment Incoherence in Ontology Matching. ESWC 2009: 934-938
[c13]
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Christian Meilicke, Heiner Stuckenschmidt:
An Efficient Method for Computing Alignment Diagnoses. RR 2009: 182-196
[c12]
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Jérôme Euzenat, Alfio Ferrara, Laura Hollink, Antoine Isaac, Cliff A. Joslyn, Véronique Malaisé, Christian Meilicke, Andriy Nikolov, Juan Pane, Marta Sabou, François Scharffe, Pavel Shvaiko, Vassilis Spiliopoulos, Heiner Stuckenschmidt, Ondrej Sváb-Zamazal, Vojtech Svátek, Cássia Trojahn dos Santos, George A. Vouros, Shenghui Wang:
Results of the Ontology Alignment Evaluation Initiative 2009. OM 2009
[c11]
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Dominique Ritze, Christian Meilicke, Ondrej Sváb-Zamazal, Heiner Stuckenschmidt:
A Pattern-based Ontology Matching Approach for Detecting Complex Correspondences. OM 2009
2008
[c10]
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Christian Meilicke, Heiner Stuckenschmidt, Andrei Tamilin:
Supporting Manual Mapping Revision using Logical Reasoning. AAAI 2008: 1213-1218
[c9]
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Christian Meilicke, Johanna Völker, Heiner Stuckenschmidt:
Learning Disjointness for Debugging Mappings between Lightweight Ontologies. EKAW 2008: 93-108
[c8]
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Caterina Caracciolo, Jérôme Euzenat, Laura Hollink, Ryutaro Ichise, Antoine Isaac, Véronique Malaisé, Christian Meilicke, Juan Pane, Pavel Shvaiko, Heiner Stuckenschmidt, Ondrej Sváb-Zamazal, Vojtech Svátek:
Results of the Ontology Alignment Evaluation Initiative 2008. OM 2008
[c7]
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Christian Meilicke, Heiner Stuckenschmidt:
Incoherence as a Basis for Measuring the Quality of Ontology Mappings. OM 2008
[c6]
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Ondrej Sváb-Zamazal, Vojtech Svátek, Christian Meilicke, Heiner Stuckenschmidt:
Testing the Impact of Pattern-based Ontology Refactoring on Ontology Matching Results. OM 2008
2007
[c5]
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Christian Meilicke, Heiner Stuckenschmidt, Andrei Tamilin:
Repairing Ontology Mappings. AAAI 2007: 1408-1413
[c4]
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Christian Meilicke, Heiner Stuckenschmidt:
Applying Logical Constraints to Ontology Matching. KI 2007: 99-113
[c3]
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Jérôme Euzenat, Antoine Isaac, Christian Meilicke, Pavel Shvaiko, Heiner Stuckenschmidt, Ondrej Sváb, Vojtech Svátek, Willem Robert van Hage, Mikalai Yatskevich:
Results of the Ontology Alignment Evaluation Initiative 2007. OM 2007
[c2]
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Christian Meilicke, Heiner Stuckenschmidt:
Analyzing Mapping Extraction Approaches. OM 2007
2006
[c1]
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Christian Meilicke, Heiner Stuckenschmidt, Andrei Tamilin:
Improving Automatically Created Mappings Using Logical Reasoning. Ontology Matching 2006

Informal and Other Publications

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2024
[i7]
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  - journals/corr/abs-2404-16726
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Julia Gastinger, Christian Meilicke, Federico Errica, Timo Sztyler, Anett Schuelke, Heiner Stuckenschmidt:
History repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting. CoRR abs/2404.16726 (2024)
2023
[i6]
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Patrick Betz, Stefan Lüdtke, Christian Meilicke, Heiner Stuckenschmidt:
On the Aggregation of Rules for Knowledge Graph Completion. CoRR abs/2309.00306 (2023)
2021
[i5]
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  - journals/corr/abs-2109-08002
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Simon Ott, Christian Meilicke, Matthias Samwald:
SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models. CoRR abs/2109.08002 (2021)
2020
[i4]
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  - journals/corr/abs-2004-04412
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Christian Meilicke, Melisachew Wudage Chekol, Manuel Fink, Heiner Stuckenschmidt:
Reinforced Anytime Bottom Up Rule Learning for Knowledge Graph Completion. CoRR abs/2004.04412 (2020)
[i3]
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  - journals/corr/abs-2012-05750
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Simon Ott, Laura Graf, Asan Agibetov, Christian Meilicke, Matthias Samwald:
Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs. CoRR abs/2012.05750 (2020)
2015
[i2]
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Joerg Schoenfisch, Janno von Stülpnagel, Jens Ortmann, Christian Meilicke, Heiner Stuckenschmidt:
Using Abduction in Markov Logic Networks for Root Cause Analysis. CoRR abs/1511.05719 (2015)
2012
[i1]
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  - journals/corr/abs-1208-3148
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Christian Meilicke, Ondrej Sváb-Zamazal, Cássia Trojahn dos Santos, Ernesto Jiménez-Ruiz, José-Luis Aguirre, Heiner Stuckenschmidt, Bernardo Cuenca Grau:
Evaluating Ontology Matching Systems on Large, Multilingual and Real-world Test Cases. CoRR abs/1208.3148 (2012)

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