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2020

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Hladik, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Wiktionary Matcher. Shvaiko, Pavel CEUR Workshop Proceedings 2536 181-188 In: OM 2019 : Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019) Auckland, New Zealand, October 26, 2019 (2020) Aachen OM 2019 (Auckland, NZ) [Conference or workshop publication]

Paulheim, Heiko ORCID: 0000-0003-4386-8195 Beyond DBpedia & YAGO - The new kids on the knowledge graph block. Curry, Edward CEUR Workshop Proceedings 2563 1-2 In: AICS 2019 : Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science NUI Galway, Galway, Ireland, December 5-6th, 2019 (2020) Aachen AICS 2019 (Galway, Ireland) [Conference or workshop publication]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 The knowledge graph track at OAEI : Gold standards, baselines, and the golden hammer bias. Open Access Harth, Andreas 1-16 In: The Semantic Web: ESWC 2020 (2020) Heidelberg ESWC 2020 (Heraklion, Crete, Greece) [Conference or workshop publication]
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2019

Ristoski, Petar ; Rosati, Jessica ; Di Noia, Tommaso ; De Leone, Renato ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2019) RDF2Vec: RDF graph embeddings and their applications. Semantic Web Amsterdam 10 4 721-752 [Article]

Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Uncovering the semantics of Wikipedia categories. Ghidini, Chiara Information Systems and Applications, incl. Internet/Web, and HCI 11778 219-236 In: The Semantic Web - ISWC 2019 : 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part I (2019) Cham ISWC 2019 (Auckland, New Zealand) [Conference or workshop publication]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Hladik, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Evaluating ontology matchers on real-world financial services data models. Open Access (2019) SEMANTiCS 2019 (Karlsruhe, Germany) [Conference presentation]
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Krstanovic, Sascha ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Stacked LSTM snapshot ensembles for time series forecasting. Rojas, Ignacio 87-98 In: Theory and applications of time series analysis : selected contributions from ITISE 2018 (2019) Cham International Conference on Time Series and Forecasting 2018 (Granada, Spain) [Conference or workshop publication]

Krstanovic, Sascha ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Fourier-based parametrization of convolutional neural networks for robust time series forecasting. Kralj Novak, Petra Lecture Notes in Computer Science 11828 522-532 In: Discovery Science 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings (2019) Cham DS 2019 (Split, Croatia) [Conference or workshop publication]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2019) DBkWik: extracting and integrating knowledge from thousands of Wikis. Knowledge and Information Systems London 1-22 [Article]

Iana, Andreea ; Jung, Steffen ; Naeser, Philipp ; Birukou, Aliaksandr ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Building a conference recommender system based on SciGraph and WikiCFP. Acosta, Maribel Lecture Notes in Computer Science 11702 117-123 In: Semantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings (2019) Cham SEMANTiCS 2019 (Karlsruhe, Germany) [Conference or workshop publication]

Schrage, Florian ; Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Extracting literal assertions for DBpedia from Wikipedia abstracts. Acosta, Maribel Lecture Notes in Computer Science 11702 288-294 In: Semantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings (2019) Cham SEMANTiCS 2019 (Karlsruhe, Germany) [Conference or workshop publication]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Portisch, Jan ORCID: 0000-0001-5420-0663 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 MELT - Matching EvaLuation Toolkit. Acosta, Maribel Lecture Notes in Computer Science 11702 231-245 In: Semantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings (2019) Cham SEMANTiCS 2019 (Karlsruhe, Germany) [Conference or workshop publication]

Fürnkranz, Johannes ; Kliegr, Tomáš ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2019) On cognitive preferences and the plausibility of rule-based models. Machine Learning Dordrecht [u.a.] [Article]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 DOME Results for OAEI 2019. Shvaiko, Pavel CEUR Workshop Proceedings 2536 123-130 In: OM 2019 : Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019) Auckland, New Zealand, October 26, 2019 (2019) Aachen OM 2019 (Auckland, NZ) [Conference or workshop publication]

Algergawy, Alsayed ; Faria, Daniel ; Ferrara, Alfio ; Fundulaki, Irini ; Harrow, Ian ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Jiménez-Ruiz, Ernesto ; Karam, Naouel ; Khiat, Abderrahmane ; Lambrix, Patrick ; Li, Huanyu ; Montanelli, Stefano ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Pesquita, Catia ; Saveta, Tzanina ; Shvaiko, Pavel ; Splendiani, Andrea ; Thiéblin, Elodie ; Trojahn, Cássia ; Vataščinová, Jana ; Zamazal, Ondrej ; Zhou, Lu Results of the Ontology Alignment Evaluation Initiative 2019. Shvaiko, Pavel CEUR Workshop Proceedings 2536 46-85 In: OM 2019 : Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019) Auckland, New Zealand, October 26, 2019 (2019) Aachen OM 2019 (Auckland, NZ) [Conference or workshop publication]

2018

Paulheim, Heiko ORCID: 0000-0003-4386-8195 Machine learning with and for semantic web knowledge graphs. d'Amato, Claudia Lecture Notes in Computer Science 11078 110-141 In: Reasoning Web: Learning, Uncertainty, Streaming, and Scalability : 14th International Summer School 2018 Esch-sur-Alzette, Luxembourg, September 22 – 26, 2018 Tutorial Lectures (2018) Cham 14th International Summer School 2018 (Esch-sur-Alzette, Luxembourg) [Conference or workshop publication]

Helmstetter, Stefan ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Weakly supervised learning for fake news detection on Twitter. Day, Min-Yuh 274-277 In: ASONAM 2018 : 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Barcelona, Spain, 28-31 August, 2018 (2018) Washington, DC ASONAM 2018 (Barcelona, Spain) [Conference or workshop publication]

Paulheim, Heiko ORCID: 0000-0003-4386-8195 How much is a triple? Estimating the cost of knowledge graph creation. Erp, Marieke van Paper 10 In: ISWC-P&D-Industry-BlueSky 2018 : 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 12th, 2018 (2018) Aachen International Semantic Web Conference (ISWC 2018) (Monterey, CA) [Conference or workshop publication]

Paulheim, Heiko ORCID: 0000-0003-4386-8195 Make embeddings semantic again! Erp, Marieke van CEUR Workshop Proceedings 2180 4 In: ISWC-P&D-Industry-BlueSky 2018 : 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 12th, 2018 (2018) Aachen International Semantic Web Conference (ISWC 2018) (Monterey, CA) [Conference or workshop publication]

Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2018) Language-agnostic relation extraction from abstracts in Wikis. Information Basel 9 4 75 [Article]

Rico, Mariano ; Mihindukulasooriya, Nandana ; Kontokostas, Dimitris ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Hellmann, Sebastian ; Gómez-Pérez, Asunción Predicting incorrect mappings : a data-driven approach applied to DBpedia. 323-330 In: SAC '18 : the 33rd ACM/SIGAPP Symposium On Applied Computing, Pau, France, April 9 - 13, 2018, proceedings (2018) New York, NY 33rd Annual ACM/SIGAPP Symposium on Applied Computing (Pau, France) [Conference or workshop publication]

Gangemi, Aldo ; Gentile, Anna Lisa ; Nuzzolese, Andrea Giovanni ; Rudolph, Sebastian ; Maleshkova, Maria ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Pan, Jeff Z. ; Alam, Mehwish (2018) The Semantic Web: ESWC 2018 Satellite Events : ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers. Lecture Notes in Computer Science Berlin [u.a.] 11155 [Book]

Lausch, Angela ; Borg, Erik ; Bumberger, Jan ; Dietrich, Peter ; Heurich, Marco ; Huth, Andreas ; Jung, András ; Klenke, Reinhard ; Knapp, Sonja ; Mollenhauer, Hannes ; Paasche, Hendrik ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Pause, Marion ; Schweitzer, Christian ; Schmulius, Christiane ; Settele, Josef ; Skidmore, Andrew K. ; Wegmann, Martin ; Zacharias, Steffen ; Kirsten, Toralf ; Schaepman, Michael E. (2018) Understanding forest health with remote sensing, part III: Requirements for a scalable multi-source forest health monitoring network based on data science approaches. Remote Sensing Basel 10 7 1120 [Article]

Ristoski, Petar ; Petrovski, Petar ; Mika, Peter ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2018) A machine learning approach for product matching and categorization. Semantic Web Amsterdam 9 5 707-728 [Article]

Melo, André (2018) Automatic refinement of large-scale cross-domain knowledge graphs. Open Access Mannheim [Doctoral dissertation]
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Heist, Nicolas ORCID: 0000-0002-4354-9138 Towards knowledge graph construction from entity co-occurrence. Hollink, Laura CEUR Workshop Proceedings 2306 1-8 In: EKAW-DC 2018 : Proceedings of the EKAW Doctoral Consortium 2018 co-located with the 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018) Nancy, France, November 13, 2018 (2018) Aachen EKAW Doctoral Consortium (Nancy, France) [Conference or workshop publication]

Algergawy, Alsayed ; Cheatham, Michelle ; Faria, Daniel ; Ferrara, Alfio ; Fundulaki, Irini ; Harrow, Ian ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Jiménez-Ruiz, Ernesto ; Karam, Naouel ; Khiat, Abderrahmane ; Lambrix, Patrick ; Li, Huanyu ; Montanelli, Stefano ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Pesquita, Catia ; Saveta, Tzanina ; Schmidt, Daniela ; Shvaiko, Pavel ; Splendiani, Andrea ; Thiéblin, Elodie ; Trojahn, Cássia ; Vataščinová, Jana ; Zamazal, Ondrej ; Zhou, Lu Results of the Ontology Alignment Evaluation Initiative 2018. Shvaiko, Pavel CEUR Workshop Proceedings 2288 76-116 In: OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018 (2018) Aachen OM 2018 (Monterey, CA) [Conference or workshop publication]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 DOME results for OAEI 2018. Shvaiko, Pavel CEUR Workshop Proceedings 2288 144-151 In: OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018 (2018) Aachen OM 2018 (Monterey, CA) [Conference or workshop publication]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ALOD2Vec matcher. Shvaiko, Pavel CEUR Workshop Proceedings 2288 132-137 In: OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018 (2018) Aachen OM 2018 (Monterey, CA) [Conference or workshop publication]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Provision and usage of provenance data in the WebIsALOD Knowledge Graph. Capadisli, Sarven CEUR Workshop Proceedings 2317 Article 6 In: CKGSemStats 2018 : Joint Proceedings of the International Workshops on Contextualized Knowledge Graphs, and Semantic Statistics co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th, 2018 (2018) Aachen CKGSemStats 2018 (Monterey, CA) [Conference or workshop publication]

Jiménez-Ruiz, Ernesto ; Saveta, Tzanina ; Zamazal, Ondrej ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Röder, Michael ; Fundulaki, Irini ; Ngonga Ngomo, Axel-Cyrille ; Sherif, Mohamed Ahmed ; Annane, Amina ; Bellahsene, Zohra ; Ben Yahia, Sadok ; Diallo, Gayo ; Faria, Daniel ; Kachroudi, Marouen ; Khiat, Abderrahmane ; Lambrix, Patrick ; Li, Huanyu ; Mackeprang, Maximilian ; Mohammadi, Majid ; Rybinski, Maciej ; Balasubramani, Booma Sowkarthiga ; Trojahn, Cássia Introducing the HOBBIT platform into the ontology alignment evaluation campaign. Shvaiko, Pavel CEUR Workshop Proceedings 2288 49-60 In: OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018 (2018) Aachen OM 2018 (Monterey, CA) [Conference or workshop publication]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 DBkWik: A consolidated knowledge graph from thousands of Wikis. Wu, Xindong 17-24 In: 9th IEEE International Conference on Big Knowledge, ICBK 2018, Singapore, November 17-18, 2018 : proceedings (2018) Piscataway, NJ [u.a.] ICBK 2018 (Singapore, Singapore) [Conference or workshop publication]

Portisch, Jan Philipp ORCID: 0000-0001-5420-0663 (2018) Automatic schema matching utilizing hypernymy relations extracted from the web. Open Access Mannheim [Final Thesis]
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