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ORCIDHeiko Paulheim
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- affiliation: University of Mannheim, Germany
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2020 – today
- 2023
[j28]Matthias Baumgartner
, Daniele Dell'Aglio, Heiko Paulheim, Abraham Bernstein:
Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder. J. Web Semant. 75: 100741 (2023)- [c171]Michael Schlechtinger, Damaris Kosack, Heiko Paulheim, Thomas Fetzer, Franz Krause:
The Price of Algorithmic Pricing: Investigating Collusion in a Market Simulation with AI Agents. AAMAS 2023: 2748-2750 - [c170]Martin Böckling, Heiko Paulheim, Sarah Detzler:
Wildfire Prediction Using Spatio-Temporal Knowledge Graphs. D2R2 2023 - [c169]Sven Hertling, Heiko Paulheim:
Transformer Based Semantic Relation Typing for Knowledge Graph Integration. ESWC 2023: 105-121 - [c168]Nicolas Heist, Heiko Paulheim:
NASTyLinker: NIL-Aware Scalable Transformer-Based Entity Linker. ESWC 2023: 174-191 - [c167]Fajar J. Ekaputra, Majlinda Llugiqi, Marta Sabou, Andreas Ekelhart, Heiko Paulheim, Anna Breit, Artem Revenko, Laura Waltersdorfer, Kheir Eddine Farfar, Sören Auer:
Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG. ESWC 2023: 372-389 - [c166]Anna Breit, Laura Waltersdorfer, Fajar J. Ekaputra, Marta Sabou, Andreas Ekelhart, Andreea Iana, Heiko Paulheim, Jan Portisch, Artem Revenko, Frank van Harmelen, Annette ten Teije:
Combining Machine Learning and Semantic Web: A Systematic Mapping Study. NeSy 2023: 424 - [c165]Andreea Iana, Goran Glavas, Heiko Paulheim:
Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives. SIGIR 2023: 2384-2388 - [i48]Nicolas Heist, Heiko Paulheim:
NASTyLinker: NIL-Aware Scalable Transformer-based Entity Linker. CoRR abs/2303.04426 (2023) - [i47]Fajar J. Ekaputra, Majlinda Llugiqi, Marta Sabou, Andreas Ekelhart, Heiko Paulheim, Anna Breit, Artem Revenko, Laura Waltersdorfer, Kheir Eddine Farfar, Sören Auer:
Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG. CoRR abs/2303.15113 (2023) - [i46]Andreea Iana, Goran Glavas, Heiko Paulheim:
Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives. CoRR abs/2304.03112 (2023) - [i45]Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov:
ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics. CoRR abs/2305.02966 (2023) - [i44]Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo:
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. CoRR abs/2306.03659 (2023) - [i43]Andreea Iana, Goran Glavas, Heiko Paulheim:
Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation. CoRR abs/2307.16089 (2023) - [i42]Rita Torres Sousa, Sara Silva, Heiko Paulheim, Catia Pesquita:
Biomedical Knowledge Graph Embeddings with Negative Statements. CoRR abs/2308.03447 (2023) - [i41]Nicolas Heist, Sven Hertling, Heiko Paulheim:
KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks. CoRR abs/2308.10537 (2023) - [i40]Andreea Iana, Mehwish Alam, Alexander Grote, Nevena Nikolajevic, Katharina Ludwig, Philipp Müller, Christof Weinhardt, Heiko Paulheim:
NeMig - A Bilingual News Collection and Knowledge Graph about Migration. CoRR abs/2309.00550 (2023) - [i39]Patryk Preisner, Heiko Paulheim:
Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals. CoRR abs/2309.03023 (2023) - 2022
- [j27]Jan Portisch, Nicolas Heist, Heiko Paulheim:
Knowledge graph embedding for data mining vs. knowledge graph embedding for link prediction - two sides of the same coin? Semantic Web 13(3): 399-422 (2022) - [c164]Russa Biswas, Yiyi Chen, Heiko Paulheim, Harald Sack, Mehwish Alam:
It's All in the Name: Entity Typing Using Multilingual Language Models. ESWC (Satellite Events) 2022: 36-41 - [c163]Jan Portisch, Heiko Paulheim:
Walk This Way! - Entity Walks and Property Walks for RDF2vec. ESWC (Satellite Events) 2022: 133-137 - [c162]Jan Portisch, Guilherme Costa, Karolin Stefani, Katharina Kreplin, Michael Hladik, Heiko Paulheim:
Ontology Matching Through Absolute Orientation of Embedding Spaces. ESWC (Satellite Events) 2022: 153-157 - [c161]Franz Krause, Tobias Weller, Heiko Paulheim:
On a Generalized Framework for Time-Aware Knowledge Graphs. SEMANTiCS 2022: 69-74 - [c160]Sven Hertling, Heiko Paulheim:
DBkWik++- Multi Source Matching of Knowledge Graphs. KGSWC 2022: 1-15 - [c159]Nicolas Heist, Heiko Paulheim:
Transformer-based Subject Entity Detection in Wikipedia Listings. DL4KG@ISWC 2022 - [c158]Mina Abd Nikooie Pour, Alsayed Algergawy, Patrice Buche, Leyla Jael Castro, Jiaoyan Chen, Hang Dong, Omaima Fallatah, Daniel Faria, Irini Fundulaki, Sven Hertling, Yuan He, Ian Horrocks, Martin Huschka, Liliana Ibanescu, Ernesto Jiménez-Ruiz, Naouel Karam, Amir Laadhar, Patrick Lambrix, Huanyu Li, Ying Li, Franck Michel, Engy Nasr, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Cássia Trojahn, Chantelle Verhey, Mingfang Wu, Beyza Yaman, Ondrej Zamazal, Lu Zhou:
Results of the Ontology Alignment Evaluation Initiative 2022. OM@ISWC 2022: 84-128 - [c157]Sven Hertling, Heiko Paulheim:
ATBox results for OAEI 2022. OM@ISWC 2022: 153-157 - [c156]Russa Biswas, Jan Portisch, Heiko Paulheim, Harald Sack, Mehwish Alam:
Entity Type Prediction Leveraging Graph Walks and Entity Descriptions. ISWC 2022: 392-410 - [c155]Jan Portisch, Heiko Paulheim:
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings. ISWC 2022: 592-609 - [c154]Mehwish Alam, Andreea Iana, Alexander Grote, Katharina Ludwig, Philipp Müller, Heiko Paulheim:
Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection. WWW (Companion Volume) 2022: 448-457 - [i38]Mehwish Alam, Andreea Iana, Alexander Grote, Katharina Ludwig, Philipp Müller, Heiko Paulheim:
Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection. CoRR abs/2203.05824 (2022) - [i37]Jan Portisch, Heiko Paulheim:
Walk this Way! Entity Walks and Property Walks for RDF2vec. CoRR abs/2204.02777 (2022) - [i36]Jan Portisch, Guilherme Costa, Karolin Stefani, Katharina Kreplin, Michael Hladik, Heiko Paulheim:
Ontology Matching Through Absolute Orientation of Embedding Spaces. CoRR abs/2204.04040 (2022) - [i35]Niclas Heilig, Jan Kirchhoff, Florian Stumpe, Joan Plepi, Lucie Flek, Heiko Paulheim:
Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph. CoRR abs/2204.13329 (2022) - [i34]Sven Hertling, Jan Portisch, Heiko Paulheim:
KERMIT - A Transformer-Based Approach for Knowledge Graph Matching. CoRR abs/2204.13931 (2022) - [i33]Jan Portisch, Heiko Paulheim:
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings. CoRR abs/2207.06014 (2022) - [i32]Franz Krause, Tobias Weller, Heiko Paulheim:
On a Generalized Framework for Time-Aware Knowledge Graphs. CoRR abs/2207.09964 (2022) - [i31]Russa Biswas, Jan Portisch, Heiko Paulheim, Harald Sack, Mehwish Alam:
Entity Type Prediction Leveraging Graph Walks and Entity Descriptions. CoRR abs/2207.14094 (2022) - [i30]Sven Hertling, Heiko Paulheim:
Gollum: A Gold Standard for Large Scale Multi Source Knowledge Graph Matching. CoRR abs/2209.07479 (2022) - [i29]Nicolas Heist, Heiko Paulheim:
Transformer-based Subject Entity Detection in Wikipedia Listings. CoRR abs/2210.01482 (2022) - [i28]Sven Hertling, Heiko Paulheim:
DBkWik++ - Multi Source Matching of Knowledge Graphs. CoRR abs/2210.02864 (2022) - 2021
- [j26]Stefan Helmstetter, Heiko Paulheim:
Collecting a Large Scale Dataset for Classifying Fake News Tweets Using Weak Supervision. Future Internet 13(5): 114 (2021) - [c153]Cahit Bagdelen, Heiko Paulheim, Markus Döhring, Atreju Florian Tauschinsky:
Towards Generalizable Machinery Prognostics. ADMA 2021: 289-306 - [c152]Tobias Weller, Heiko Paulheim:
Evidential Relational-Graph Convolutional Networks for Entity Classification in Knowledge Graphs. CIKM 2021: 3533-3537 - [c151]Bram Steenwinckel, Gilles Vandewiele, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae:
Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs. DEXA Workshops 2021: 70-80 - [c150]Tabea-Clara Bucher, Xuehui Jiang, Ole Meyer, Stephan Waitz, Sven Hertling, Heiko Paulheim:
scikit-learn Pipelines Meet Knowledge Graphs - The Python kgextension Package. ESWC (Satellite Events) 2021: 9-14 - [c149]Russa Biswas, Radina Sofronova, Mehwish Alam, Nicolas Heist, Heiko Paulheim, Harald Sack:
Do Judge an Entity by Its Name! Entity Typing Using Language Models. ESWC (Satellite Events) 2021: 65-70 - [c148]Malte Brockmeier, Yawen Liu, Sunita Pateer, Sven Hertling, Heiko Paulheim:
On-Demand and Lightweight Knowledge Graph Generation - a Demonstration with DBpedia. SEMANTiCS (Posters & Demos) 2021 - [c147]Babette Bühler, Heiko Paulheim:
Web Table Classification Based on Visual Features. ICWE 2021: 185-200 - [c146]Andreea Iana, Heiko Paulheim:
GraphConfRec: A Graph Neural Network-Based Conference Recommender System. JCDL 2021: 90-99 - [c145]Sven Hertling, Heiko Paulheim:
Order Matters: Matching Multiple Knowledge Graphs. K-CAP 2021: 113-120 - [c144]Michael Matthias Voit, Heiko Paulheim:
Bias in Knowledge Graphs - An Empirical Study with Movie Recommendation and Different Language Editions of DBpedia. LDK 2021: 14:1-14:13 - [c143]Michael Schlechtinger, Damaris Kosack, Heiko Paulheim, Thomas Fetzer:
Winning at Any Cost - Infringing the Cartel Prohibition with Reinforcement Learning. PAAMS 2021: 255-266 - [c142]Sven Hertling, Jan Portisch, Heiko Paulheim:
Matching with transformers in MELT. OM@ISWC 2021: 13-24 - [c141]Nicolas Heist, Heiko Paulheim:
The CaLiGraph Ontology as a Challenge for OWL Reasoners. SemREC@ISWC 2021: 21-31 - [c140]Mina Abd Nikooie Pour, Alsayed Algergawy, Florence Amardeilh, Reihaneh Amini, Omaima Fallatah, Daniel Faria, Irini Fundulaki, Ian Harrow, Sven Hertling, Pascal Hitzler, Martin Huschka, Liliana Ibanescu, Ernesto Jiménez-Ruiz, Naouel Karam, Amir Laadhar, Patrick Lambrix, Huanyu Li, Ying Li, Franck Michel, Engy Nasr, Heiko Paulheim, Catia Pesquita, Jan Portisch, Catherine Roussey, Tzanina Saveta, Pavel Shvaiko, Andrea Splendiani, Cássia Trojahn, Jana Vatascinová, Beyza Yaman, Ondrej Zamazal, Lu Zhou:
Results of the Ontology Alignment Evaluation Initiative 2021. OM@ISWC 2021: 62-108 - [c139]Jan Portisch, Heiko Paulheim:
ALOD2Vec matcher results for OAEI 2021. OM@ISWC 2021: 117-123 - [c138]Sven Hertling, Heiko Paulheim:
ATBox results for OAEI 2021. OM@ISWC 2021: 137-143 - [c137]Jan Portisch, Heiko Paulheim:
Wiktionary matcher results for OAEI 2021. OM@ISWC 2021: 199-206 - [c136]Jan Portisch, Michael Hladik, Heiko Paulheim:
Background Knowledge in Schema Matching: Strategy vs. Data. ISWC 2021: 287-303 - [c135]Jan Portisch, Heiko Paulheim:
Putting RDF2vec in Order. ISWC (Posters/Demos/Industry) 2021 - [c134]Jan Portisch, Michael Hladik, Heiko Paulheim:
FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs. WWW (Companion Volume) 2021: 293-297 - [c133]Nicolas Heist, Heiko Paulheim:
Information Extraction From Co-Occurring Similar Entities. WWW 2021: 3999-4009 - [e18]Ruben Verborgh, Katja Hose, Heiko Paulheim, Pierre-Antoine Champin, Maria Maleshkova, Óscar Corcho, Petar Ristoski, Mehwish Alam:
The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings. Lecture Notes in Computer Science 12731, Springer 2021, ISBN 978-3-030-77384-7 [contents] - [e17]Mehwish Alam, Mehdi Ali, Paul Groth, Pascal Hitzler, Jens Lehmann, Heiko Paulheim, Achim Rettinger, Harald Sack, Afshin Sadeghi, Volker Tresp:
Machine Learning with Symbolic Methods and Knowledge Graphs co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), Virtual, September 17, 2021. CEUR Workshop Proceedings 2997, CEUR-WS.org 2021 [contents] - [i27]Nicolas Heist, Heiko Paulheim:
Information Extraction From Co-Occurring Similar Entities. CoRR abs/2102.05444 (2021) - [i26]Jan Portisch, Michael Hladik, Heiko Paulheim:
FinMatcher at FinSim-2: Hypernym Detection in the Financial Services Domain using Knowledge Graphs. CoRR abs/2103.01576 (2021) - [i25]Babette Bühler, Heiko Paulheim:
Web Table Classification based on Visual Features. CoRR abs/2103.05110 (2021) - [i24]Michael Matthias Voit, Heiko Paulheim:
Bias in Knowledge Graphs - an Empirical Study with Movie Recommendation and Different Language Editions of DBpedia. CoRR abs/2105.00674 (2021) - [i23]Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim:
Large-scale Taxonomy Induction Using Entity and Word Embeddings. CoRR abs/2105.01305 (2021) - [i22]Andreea Iana, Heiko Paulheim:
GraphConfRec: A Graph Neural Network-Based Conference Recommender System. CoRR abs/2106.12340 (2021) - [i21]Jan Portisch, Michael Hladik, Heiko Paulheim:
Background Knowledge in Schema Matching: Strategy vs. Data. CoRR abs/2107.00001 (2021) - [i20]Malte Brockmeier, Yawen Liu, Sunita Pateer, Sven Hertling, Heiko Paulheim:
On-Demand and Lightweight Knowledge Graph Generation - a Demonstration with DBpedia. CoRR abs/2107.00873 (2021) - [i19]Michael Schlechtinger, Damaris Kosack, Heiko Paulheim, Thomas Fetzer:
Winning at Any Cost - Infringing the Cartel Prohibition With Reinforcement Learning. CoRR abs/2107.01856 (2021) - [i18]Jan Portisch, Heiko Paulheim:
Putting RDF2vec in Order. CoRR abs/2108.05280 (2021) - [i17]Sven Hertling, Jan Portisch, Heiko Paulheim:
Matching with Transformers in MELT. CoRR abs/2109.07401 (2021) - [i16]Nicolas Heist, Heiko Paulheim:
The CaLiGraph Ontology as a Challenge for OWL Reasoners. CoRR abs/2110.05028 (2021) - [i15]Sven Hertling, Heiko Paulheim:
Order Matters: Matching Multiple Knowledge Graphs. CoRR abs/2111.02239 (2021) - 2020
- [j25]Sven Hertling, Heiko Paulheim:
DBkWik: extracting and integrating knowledge from thousands of Wikis. Knowl. Inf. Syst. 62(6): 2169-2190 (2020) - [j24]Johannes Fürnkranz, Tomás Kliegr, Heiko Paulheim:
On cognitive preferences and the plausibility of rule-based models. Mach. Learn. 109(4): 853-898 (2020) - [j23]André Melo, Heiko Paulheim:
Automatic detection of relation assertion errors and induction of relation constraints. Semantic Web 11(5): 801-830 (2020) - [j22]Heiko Paulheim, Volker Tresp, Zhiyuan Liu:
Representation Learning for the Semantic Web. J. Web Semant. 61-62: 100570 (2020) - [c132]Mehwish Alam, Paul Groth, Pascal Hitzler, Heiko Paulheim, Harald Sack, Volker Tresp:
CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications. CIKM 2020: 3523-3524 - [c131]Andreea Iana, Heiko Paulheim:
More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings. CIKM (Workshops) 2020 - [c130]Jan Portisch, Sven Hertling, Heiko Paulheim:
Visual Analysis of Ontology Matching Results with the MELT Dashboard. ESWC (Satellite Events) 2020: 186-190 - [c129]Nicolas Heist, Heiko Paulheim:
Entity Extraction from Wikipedia List Pages. ESWC 2020: 327-342 - [c128]Sven Hertling, Heiko Paulheim:
The Knowledge Graph Track at OAEI - Gold Standards, Baselines, and the Golden Hammer Bias. ESWC 2020: 343-359 - [c127]Ahmad Al Taweel, Heiko Paulheim:
Towards Exploiting Implicit Human Feedback for Improving RDF2vec Embeddings. DL4KG@ESWC 2020 - [c126]Jan Portisch, Michael Hladik, Heiko Paulheim:
KGvec2go - Knowledge Graph Embeddings as a Service. LREC 2020: 5641-5647 - [c125]Sven Hertling, Jan Portisch, Heiko Paulheim:
Supervised ontology and instance matching with MELT. OM@ISWC 2020: 60-71 - [c124]Jan Portisch, Michael Hladik, Heiko Paulheim:
RDF2Vec Light - A Lightweight Approachfor Knowledge Graph Embeddings. ISWC (Demos/Industry) 2020: 79-84 - [c123]Mina Abd Nikooie Pour, Alsayed Algergawy, Reihaneh Amini, Daniel Faria, Irini Fundulaki, Ian Harrow, Sven Hertling, Ernesto Jiménez-Ruiz, Clément Jonquet, Naouel Karam, Abderrahmane Khiat, Amir Laadhar, Patrick Lambrix, Huanyu Li, Ying Li, Pascal Hitzler, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Andrea Splendiani, Élodie Thiéblin, Cássia Trojahn, Jana Vatascinová, Beyza Yaman, Ondrej Zamazal, Lu Zhou:
Results of the Ontology Alignment Evaluation Initiative 2020. OM@ISWC 2020: 92-138 - [c122]Jan Portisch, Michael Hladik, Heiko Paulheim:
ALOD2Vec matcher results for OAEI 2020. OM@ISWC 2020: 147-153 - [c121]Sven Hertling, Heiko Paulheim:
ATBox results for OAEI 2020. OM@ISWC 2020: 168-175 - [c120]Michael Monych, Jan Portisch, Michael Hladik, Heiko Paulheim:
DESKMatcher. OM@ISWC 2020: 181-186 - [c119]Jan Portisch, Heiko Paulheim:
Wiktionary matcher results for OAEI 2020. OM@ISWC 2020: 225-232 - [c118]Niklas Lüdemann, Ageda Shiba, Nikolaos Thymianis, Nicolas Heist, Christopher Ludwig, Heiko Paulheim:
A Knowledge Graph for Assessing Agressive Tax Planning Strategies. ISWC (2) 2020: 395-410 - [p3]Nicolas Heist, Sven Hertling, Daniel Ringler, Heiko Paulheim:
Knowledge Graphs on the Web - An Overview. Knowledge Graphs for eXplainable Artificial Intelligence 2020: 3-22 - [e16]Andreas Harth, Sabrina Kirrane, Axel-Cyrille Ngonga Ngomo, Heiko Paulheim, Anisa Rula, Anna Lisa Gentile, Peter Haase, Michael Cochez:
The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings. Lecture Notes in Computer Science 12123, Springer 2020, ISBN 978-3-030-49460-5 [contents] - [i14]Sven Hertling, Heiko Paulheim:
The Knowledge Graph Track at OAEI - Gold Standards, Baselines, and the Golden Hammer Bias. CoRR abs/2002.10283 (2020) - [i13]Nicolas Heist, Sven Hertling, Daniel Ringler, Heiko Paulheim:
Knowledge Graphs on the Web - an Overview. CoRR abs/2003.00719 (2020) - [i12]Nicolas Heist, Heiko Paulheim:
Entity Extraction from Wikipedia List Pages. CoRR abs/2003.05146 (2020) - [i11]Jan Portisch, Michael Hladik, Heiko Paulheim:
KGvec2go - Knowledge Graph Embeddings as a Service. CoRR abs/2003.05809 (2020) - [i10]Ahmad Al Taweel, Heiko Paulheim:
Towards Exploiting Implicit Human Feedback for Improving RDF2vec Embeddings. CoRR abs/2004.04423 (2020) - [i9]Jan Portisch, Sven Hertling, Heiko Paulheim:
Visual Analysis of Ontology Matching Results with the MELT Dashboard. CoRR abs/2004.12628 (2020) - [i8]Niklas Lüdemann, Ageda Shiba, Nikolaos Thymianis, Nicolas Heist, Christopher Ludwig, Heiko Paulheim:
A Knowledge Graph for Assessing Agressive Tax Planning Strategies. CoRR abs/2008.05239 (2020) - [i7]Andreea Iana, Heiko Paulheim:
More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings. CoRR abs/2009.00318 (2020) - [i6]Gilles Vandewiele, Bram Steenwinckel, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae:
Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs. CoRR abs/2009.04404 (2020) - [i5]Jan Portisch, Michael Hladik, Heiko Paulheim:
RDF2Vec Light - A Lightweight Approach for Knowledge Graph Embeddings. CoRR abs/2009.07659 (2020) - [i4]Sven Hertling, Jan Portisch, Heiko Paulheim:
Supervised Ontology and Instance Matching with MELT. CoRR abs/2009.11102 (2020) - [i3]Nacira Abbas, Kholoud Alghamdi, Mortaza Alinam, Francesca Alloatti, Glenda C. M. Amaral, Claudia d'Amato, Luigi Asprino, Martin Beno, Felix Bensmann, Russa Biswas, Ling Cai, Riley Capshaw, Valentina Anita Carriero, Irene Celino, Amine Dadoun, Stefano De Giorgis, Harm Delva, John Domingue, Michel Dumontier, Vincent Emonet, Marieke van Erp, Paola Espinoza-Arias, Omaima Fallatah, Sebastián Ferrada, Marc Gallofré Ocaña, Michalis Georgiou, Genet Asefa Gesese, Frances Gillis-Webber, Francesca Giovannetti, María Granados Buey, Ismail Harrando, Ivan Heibi, Vitor A. C. Horta, Laurine Huber, Federico Igne, Mohamad Yaser Jaradeh, Neha Keshan, Aneta Koleva, Bilal Koteich, Kabul Kurniawan, Mengya Liu, Chuangtao Ma, Lientje Maas, Martin Mansfield, Fabio Mariani, Eleonora Marzi, Sepideh Mesbah, Maheshkumar Mistry, Alba Catalina Morales Tirado, Anna Nguyen, Viet Bach Nguyen, Allard Oelen, Valentina Pasqual, Heiko Paulheim, Axel Polleres, Margherita Porena, Jan Portisch, Valentina Presutti, Kader Pustu-Iren, Ariam Rivas Mendez, Soheil Roshankish, Sebastian Rudolph, Harald Sack, Ahmad Sakor, Jaime Salas, Thomas Schleider, Meilin Shi, Gianmarco Spinaci, Chang Sun, Tabea Tietz, Molka Tounsi Dhouib, Alessandro Umbrico, Wouter van den Berg, Weiqin Xu:
Knowledge Graphs Evolution and Preservation - A Technical Report from ISWS 2019. CoRR abs/2012.11936 (2020)
2010 – 2019
- 2019
- [j21]André Melo, Heiko Paulheim:
Local and global feature selection for multilabel classification with binary relevance - An empirical comparison on flat and hierarchical problems. Artif. Intell. Rev. 51(1): 33-60 (2019) - [j20]Petar Ristoski, Jessica Rosati, Tommaso Di Noia, Renato De Leone, Heiko Paulheim:
RDF2Vec: RDF graph embeddings and their applications. Semantic Web 10(4): 721-752 (2019) - [c117]Heiko Paulheim:
Beyond DBpedia & YAGO - The New Kids on the Knowledge Graph Block. AICS 2019: 1-2 - [c116]Sascha Krstanovic, Heiko Paulheim:
Fourier-Based Parametrization of Convolutional Neural Networks for Robust Time Series Forecasting. DS 2019: 522-532 - [c115]Andreea Iana, Steffen Jung, Philipp Naeser, Aliaksandr Birukou, Sven Hertling, Heiko Paulheim:
Building a Conference Recommender System Based on SciGraph and WikiCFP. SEMANTiCS 2019: 117-123 - [c114]Sven Hertling, Jan Portisch, Heiko Paulheim:
MELT - Matching EvaLuation Toolkit. SEMANTiCS 2019: 231-245 - [c113]Jan Portisch, Michael Hladik, Heiko Paulheim:
Evaluating Ontology Matchers on Real-World Financial Services Data Models. SEMANTiCS (Posters & Demos) 2019 - [c112]Florian Schrage, Nicolas Heist, Heiko Paulheim:
Extracting Literal Assertions for DBpedia from Wikipedia Abstracts. SEMANTiCS 2019: 288-294 - [c111]Yu Gu, Jeff Z. Pan, Gong Cheng, Heiko Paulheim, Giorgos Stoilos:
Local ABox Consistency Prediction with Transparent TBoxes Using Gated Graph Neural Networks. NeSy@IJCAI 2019 - [c110]Alsayed Algergawy, Daniel Faria, Alfio Ferrara, Irini Fundulaki, Ian Harrow, Sven Hertling, Ernesto Jiménez-Ruiz, Naouel Karam, Abderrahmane Khiat, Patrick Lambrix, Huanyu Li, Stefano Montanelli, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Andrea Splendiani, Élodie Thiéblin, Cássia Trojahn, Jana Vatascinová, Ondrej Zamazal, Lu Zhou:
Results of the Ontology Alignment Evaluation Initiative 2019. OM@ISWC 2019: 46-85 - [c109]