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Heiko Paulheim
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- affiliation: University of Mannheim, Germany
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2020 – today
- 2024
- [j33]Andreea Iana
, Mehwish Alam, Heiko Paulheim
:
A survey on knowledge-aware news recommender systems. Semantic Web 15(1): 21-82 (2024) - [j32]Jan Portisch, Heiko Paulheim:
The RDF2vec family of knowledge graph embedding methods. Semantic Web 15(3): 845-876 (2024) - [c188]Nicolas Hubert
, Heiko Paulheim
, Armelle Brun
, Davy Monticolo
:
Do Similar Entities Have Similar Embeddings? ESWC (1) 2024: 3-21 - [c187]Rita Torres Sousa, Heiko Paulheim:
Integrating Heterogeneous Gene Expression Data through Knowledge Graphs for Improving Diabetes Prediction. SeWeBMeDA@ESWC 2024 - [c186]Andreea Iana
, Goran Glavas
, Heiko Paulheim
:
MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation. SIGIR 2024: 553-563 - [e20]Albert Meroño-Peñuela
, Anastasia Dimou
, Raphaël Troncy
, Olaf Hartig
, Maribel Acosta
, Mehwish Alam
, Heiko Paulheim
, Pasquale Lisena
:
The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14664, Springer 2024, ISBN 978-3-031-60625-0 [contents] - [e19]Albert Meroño-Peñuela
, Anastasia Dimou
, Raphaël Troncy
, Olaf Hartig
, Maribel Acosta
, Mehwish Alam
, Heiko Paulheim
, Pasquale Lisena
:
The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part II. Lecture Notes in Computer Science 14665, Springer 2024, ISBN 978-3-031-60634-2 [contents] - [i59]Andreea Iana, Goran Glavas, Heiko Paulheim:
MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation. CoRR abs/2403.17876 (2024) - [i58]Rita Torres Sousa, Heiko Paulheim:
Integrating Heterogeneous Gene Expression Data through Knowledge Graphs for Improving Diabetes Prediction. CoRR abs/2404.14970 (2024) - [i57]Martin Böckling, Heiko Paulheim, Sarah Detzler:
A Planet Scale Spatial-Temporal Knowledge Graph Based On OpenStreetMap And H3 Grid. CoRR abs/2405.15375 (2024) - [i56]Michael Schlechtinger, Damaris Kosack, Franz Krause, Heiko Paulheim:
By Fair Means or Foul: Quantifying Collusion in a Market Simulation with Deep Reinforcement Learning. CoRR abs/2406.02650 (2024) - [i55]Andreea Iana, Fabian David Schmidt, Goran Glavas, Heiko Paulheim:
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation. CoRR abs/2406.12634 (2024) - [i54]Huu Tan Mai, Cuong Xuan Chu, Heiko Paulheim:
Do LLMs Really Adapt to Domains? An Ontology Learning Perspective. CoRR abs/2407.19998 (2024) - 2023
- [j31]Anna Breit
, Laura Waltersdorfer
, Fajar J. Ekaputra
, Marta Sabou
, Andreas Ekelhart
, Andreea Iana
, Heiko Paulheim
, Jan Portisch
, Artem Revenko
, Annette ten Teije
, Frank van Harmelen
:
Combining Machine Learning and Semantic Web: A Systematic Mapping Study. ACM Comput. Surv. 55(14s): 313:1-313:41 (2023) - [j30]Martin Böckling, Heiko Paulheim
, Sarah Detzler:
Wildfire prediction for California using and comparing Spatio-Temporal Knowledge Graphs. it Inf. Technol. 65(4-5): 189-199 (2023) - [j29]Russa Biswas, Lucie-Aimée Kaffee, Michael Cochez, Stefania Dumbrava
, Theis E. Jendal
, Matteo Lissandrini
, Vanessa López, Eneldo Loza Mencía, Heiko Paulheim
, Harald Sack, Edlira Vakaj, Gerard de Melo:
Knowledge Graph Embeddings: Open Challenges and Opportunities. TGDK 1(1): 4:1-4:32 (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) - [c185]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 - [c184]Nicolas Heist
, Sven Hertling
, Heiko Paulheim
:
KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks. CIKM 2023: 3938-3942 - [c183]Martin Böckling, Heiko Paulheim, Sarah Detzler:
Wildfire Prediction Using Spatio-Temporal Knowledge Graphs. D2R2 2023 - [c182]Patryk Preisner, Heiko Paulheim:
Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals. DL4KG@ISWC 2023 - [c181]Andreea Iana
, Goran Glavas, Heiko Paulheim:
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation. EMNLP (Demos) 2023: 296-310 - [c180]Sven Hertling
, Heiko Paulheim
:
Transformer Based Semantic Relation Typing for Knowledge Graph Integration. ESWC 2023: 105-121 - [c179]Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim
, Evgeny Kharlamov:
ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics. ESWC (Satellite Events) 2023: 123-127 - [c178]Nicolas Heist
, Heiko Paulheim
:
NASTyLinker: NIL-Aware Scalable Transformer-Based Entity Linker. ESWC 2023: 174-191 - [c177]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 - [c176]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. INRA@RecSys 2023 - [c175]Sven Hertling
, Heiko Paulheim
:
OLaLa: Ontology Matching with Large Language Models. K-CAP 2023: 131-139 - [c174]Nicolas Hubert
, Heiko Paulheim
, Pierre Monnin
, Armelle Brun
, Davy Monticolo
:
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. K-CAP 2023: 188-196 - [c173]Franz Krause
, Kabul Kurniawan
, Elmar Kiesling
, Heiko Paulheim
, Axel Polleres
:
On the Representation of Dynamic BPMN Process Executions in Knowledge Graphs. KGSWC 2023: 97-105 - [c172]Petko Rutesic
, Dennis Pfisterer
, Stefan Fischer
, Heiko Paulheim
:
Ontology-Based Models of Chatbots for Populating Knowledge Graphs. KGSWC 2023: 228-242 - [c171]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 - [c170]Mina Abd Nikooie Pour, Alsayed Algergawy, Patrice Buche, Leyla Jael Castro, Jiaoyan Chen, Adrien Coulet, Julien Cufi, Hang Dong, Omaima Fallatah, Daniel Faria, Irini Fundulaki, Sven Hertling, Yuan He, Ian Horrocks, Martin Huschka, Liliana Ibanescu, Sarika Jain, Ernesto Jiménez-Ruiz, Naouel Karam, Patrick Lambrix, Huanyu Li
, Ying Li, Pierre Monnin, Engy Nasr, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Guilherme Sousa, Cássia Trojahn, Jana Vatascinová, Mingfang Wu, Beyza Yaman, Ondrej Zamazal, Lu Zhou:
Results of the Ontology Alignment Evaluation Initiative 2023. OM@ISWC 2023: 97-139 - [c169]Sven Hertling, Heiko Paulheim:
OLaLa results for OAEI 2023. OM@ISWC 2023: 170-177 - [c168]Rita Torres Sousa
, Sara Silva
, Heiko Paulheim
, Catia Pesquita
:
Biomedical Knowledge Graph Embeddings with Negative Statements. ISWC 2023: 428-446 - [c167]Andreea Iana
, Goran Glavas
, Heiko Paulheim
:
Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives. SIGIR 2023: 2384-2388 - [p4]Laura Waltersdorfer, Anna Breit, Fajar J. Ekaputra
, Marta Sabou, Andreas Ekelhart
, Andreea Iana
, Heiko Paulheim
, Jan Portisch, Artem Revenko, Annette ten Teije
, Frank van Harmelen
:
Semantic Web Machine Learning Systems: An Analysis of System Patterns. Compendium of Neurosymbolic Artificial Intelligence 2023: 77-99 - [i53]Nicolas Heist, Heiko Paulheim:
NASTyLinker: NIL-Aware Scalable Transformer-based Entity Linker. CoRR abs/2303.04426 (2023) - [i52]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) - [i51]Andreea Iana, Goran Glavas, Heiko Paulheim:
Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives. CoRR abs/2304.03112 (2023) - [i50]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) - [i49]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) - [i48]Andreea Iana, Goran Glavas, Heiko Paulheim:
Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation. CoRR abs/2307.16089 (2023) - [i47]Rita Torres Sousa, Sara Silva, Heiko Paulheim, Catia Pesquita:
Biomedical Knowledge Graph Embeddings with Negative Statements. CoRR abs/2308.03447 (2023) - [i46]Nicolas Heist, Sven Hertling, Heiko Paulheim:
KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks. CoRR abs/2308.10537 (2023) - [i45]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) - [i44]Patryk Preisner, Heiko Paulheim:
Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals. CoRR abs/2309.03023 (2023) - [i43]Irene Celino, Heiko Paulheim:
The Time Traveler's Guide to Semantic Web Research: Analyzing Fictitious Research Themes in the ESWC "Next 20 Years" Track. CoRR abs/2309.13939 (2023) - [i42]Andreea Iana, Goran Glavas, Heiko Paulheim:
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation. CoRR abs/2310.01146 (2023) - [i41]Sven Hertling, Heiko Paulheim:
OLaLa: Ontology Matching with Large Language Models. CoRR abs/2311.03837 (2023) - [i40]Nicolas Hubert, Pierre Monnin, Heiko Paulheim:
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs. CoRR abs/2312.04997 (2023) - [i39]Nicolas Hubert, Heiko Paulheim, Armelle Brun, Davy Monticolo:
Do Similar Entities have Similar Embeddings? CoRR abs/2312.10370 (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) - [c166]Sven Hertling, Heiko Paulheim:
Gollum: A Gold Standard for Large Scale Multi Source Knowledge Graph Matching. AKBC 2022 - [c165]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 - [c164]Jan Portisch
, Heiko Paulheim
:
Walk This Way! - Entity Walks and Property Walks for RDF2vec. ESWC (Satellite Events) 2022: 133-137 - [c163]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 - [c162]Franz Krause
, Tobias Weller, Heiko Paulheim:
On a Generalized Framework for Time-Aware Knowledge Graphs. SEMANTiCS 2022: 69-74 - [c161]Sven Hertling
, Heiko Paulheim
:
DBkWik++- Multi Source Matching of Knowledge Graphs. KGSWC 2022: 1-15 - [c160]Nicolas Heist, Heiko Paulheim:
Transformer-based Subject Entity Detection in Wikipedia Listings. DL4KG@ISWC 2022 - [c159]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 - [c158]Sven Hertling, Heiko Paulheim:
ATBox results for OAEI 2022. OM@ISWC 2022: 153-157 - [c157]Russa Biswas
, Jan Portisch
, Heiko Paulheim
, Harald Sack
, Mehwish Alam
:
Entity Type Prediction Leveraging Graph Walks and Entity Descriptions. ISWC 2022: 392-410 - [c156]Jan Portisch
, Heiko Paulheim
:
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings. ISWC 2022: 592-609 - [c155]Niclas Heilig, Jan Kirchhoff, Florian Stumpe, Joan Plepi, Lucie Flek, Heiko Paulheim:
Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph. SeWeBMeDA@ESWC 2022 - [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]Sven Hertling, Heiko Paulheim:
DOME Results for OAEI 2019. OM@ISWC 2019: 123-130 - [c108]Jan Portisch, Michael Hladik, Heiko Paulheim:
Wiktionary Matcher. OM@ISWC 2019: 181-188 - [c107]Nicolas Heist
, Heiko Paulheim
:
Uncovering the Semantics of Wikipedia Categories. ISWC (1) 2019: 219-236 - [i2]Nicolas Heist, Heiko Paulheim:
Uncovering the Semantics of Wikipedia Categories. CoRR abs/1906.12089 (2019) - 2018
- [j19]Nicolas Heist
, Sven Hertling
, Heiko Paulheim
:
Language-Agnostic Relation Extraction from Abstracts in Wikis. Inf. 9(4): 75 (2018) - [j18]Angela Lausch
, Erik Borg
, Jan Bumberger
, Peter Dietrich
, Marco Heurich
, Andreas Huth, András Jung, Reinhard Klenke
, Sonja Knapp
, Hannes Mollenhauer, Hendrik Paasche, Heiko Paulheim
, Marion Pause
, Christian Schweitzer, Christiane Schmullius, Josef Settele
, Andrew K. Skidmore
, Martin Wegmann, Steffen Zacharias
, Toralf Kirsten
, Michael E. Schaepman
:
Understanding Forest Health with Remote Sensing, Part III: Requirements for a Scalable Multi-Source Forest Health Monitoring Network Based on Data Science Approaches. Remote. Sens. 10(7): 1120 (2018) - [j17]Petar Ristoski, Petar Petrovski, Peter Mika, Heiko Paulheim
:
A machine learning approach for product matching and categorization. Semantic Web 9(5): 707-728 (2018) - [c106]Stefan Helmstetter, Heiko Paulheim
:
Weakly Supervised Learning for Fake News Detection on Twitter. ASONAM 2018: 274-277 - [c105]Sven Hertling
, Heiko Paulheim
:
DBkWik: A Consolidated Knowledge Graph from Thousands of Wikis. ICBK 2018: 17-24 - [c104]Heiko Paulheim
:
Machine Learning with and for Semantic Web Knowledge Graphs. RW 2018: 110-141 - [c103]Mariano Rico
, Nandana Mihindukulasooriya
, Dimitris Kontokostas, Heiko Paulheim
, Sebastian Hellmann, Asunción Gómez-Pérez:
Predicting incorrect mappings: a data-driven approach applied to DBpedia. SAC 2018: 323-330 - [c102]Alsayed Algergawy, Michelle Cheatham, 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, Daniela Schmidt, Pavel Shvaiko, Andrea Splendiani, Élodie Thiéblin, Cássia Trojahn, Jana Vatascinová, Ondrej Zamazal, Lu Zhou:
Results of the Ontology Alignment Evaluation Initiative 2018. OM@ISWC 2018: 76-116 - [c101]Sven Hertling, Heiko Paulheim:
DOME results for OAEI 2018. OM@ISWC 2018: 144-151 - [c100]Sven Hertling, Heiko Paulheim:
Provisioning and Usage of Provenance Data in the WebIsALOD Knowledge Graph. CKGSemStats@ISWC 2018 - [c99]Heiko Paulheim:
Make Embeddings Semantic Again! ISWC (P&D/Industry/BlueSky) 2018 - [c98]Heiko Paulheim:
How much is a Triple? Estimating the Cost of Knowledge Graph Creation. ISWC (P&D/Industry/BlueSky) 2018 - [c97]Jan Portisch, Heiko Paulheim:
ALOD2Vec matcher. OM@ISWC 2018: 132-137 - [e15]Aldo Gangemi
, Anna Lisa Gentile, Andrea Giovanni Nuzzolese, Sebastian Rudolph
, Maria Maleshkova, Heiko Paulheim
, Jeff Z. Pan, Mehwish Alam:
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 11155, Springer 2018, ISBN 978-3-319-98191-8 [contents] - [i1]Johannes Fürnkranz, Tomás Kliegr, Heiko Paulheim:
On Cognitive Preferences and the Interpretability of Rule-based Models. CoRR abs/1803.01316 (2018) - 2017
- [j16]André Melo
, Johanna Völker, Heiko Paulheim
:
Type Prediction in Noisy RDF Knowledge Bases Using Hierarchical Multilabel Classification with Graph and Latent Features. Int. J. Artif. Intell. Tools 26(2): 1760011:1-1760011:32 (2017) - [j15]Heiko Paulheim
:
Knowledge graph refinement: A survey of approaches and evaluation methods. Semantic Web 8(3): 489-508 (2017) - [c96]Anna Lisa Gentile, Petar Ristoski, Steffen Eckel, Dominique Ritze, Heiko Paulheim
:
Entity Matching on Web Tables: a Table Embeddings approach for Blocking. EDBT 2017: 510-513 - [c95]André Melo
, Heiko Paulheim
:
Synthesizing Knowledge Graphs for Link and Type Prediction Benchmarking. ESWC (1) 2017: 136-151 - [c94]Heiko Paulheim
:
Data-Driven Joint Debugging of the DBpedia Mappings and Ontology - Towards Addressing the Causes Instead of the Symptoms of Data Quality in DBpedia. ESWC (1) 2017: 404-418 - [c93]André Melo
, Heiko Paulheim
:
Detection of Relation Assertion Errors in Knowledge Graphs. K-CAP 2017: 22:1-22:8 - [c92]André Melo, Heiko Paulheim:
An Approach to Correction of Erroneous Links in Knowledge Graphs. K-CAP Workshops 2017: 54-57 - [c91]Heiko Paulheim
:
A Robust Number Parser Based on Conditional Random Fields. KI 2017: 337-343 - [c90]Daniel Ringler, Heiko Paulheim
:
One Knowledge Graph to Rule Them All? Analyzing the Differences Between DBpedia, YAGO, Wikidata & co. KI 2017: 366-372 - [c89]Christian Meilicke
, Daniel Ruffinelli, Andreas Nolle, Heiko Paulheim
, Heiner Stuckenschmidt
:
Fast ABox Consistency Checking Using Incomplete Reasoning and Caching. RuleML+RR 2017: 168-183 - [c88]Sven Hertling
, Heiko Paulheim:
WebIsALOD: Providing Hypernymy Relations Extracted from the Web as Linked Open Data. ISWC (2) 2017: 111-119 - [c87]Michael Cochez
, Petar Ristoski, Simone Paolo Ponzetto
, Heiko Paulheim
:
Global RDF Vector Space Embeddings. ISWC (1) 2017: 190-207 - [c86]Nicolas Heist
, Heiko Paulheim
:
Language-Agnostic Relation Extraction from Wikipedia Abstracts. ISWC (1) 2017: 383-399 - [c85]Alexandra Hofmann, Samresh Perchani, Jan Portisch, Sven Hertling, Heiko Paulheim:
DBkWik: Towards Knowledge Graph Creation from Thousands of Wikis. ISWC (Posters, Demos & Industry Tracks) 2017 - [c84]Heiko Paulheim:
Towards Profiling Knowledge Graphs. PROFILES@ISWC 2017 - [c83]Sascha Krstanovic, Heiko Paulheim
:
Ensembles of Recurrent Neural Networks for Robust Time Series Forecasting. SGAI Conf. 2017: 34-46 - [c82]Petar Ristoski, Stefano Faralli
, Simone Paolo Ponzetto
, Heiko Paulheim
:
Large-scale taxonomy induction using entity and word embeddings. WI 2017: 81-87 - [c81]Michael Cochez
, Petar Ristoski, Simone Paolo Ponzetto
, Heiko Paulheim
:
Biased graph walks for RDF graph embeddings. WIMS 2017: 21:1-21:12 - [e14]Eva Blomqvist, Katja Hose
, Heiko Paulheim
, Agnieszka Lawrynowicz, Fabio Ciravegna, Olaf Hartig:
The Semantic Web: ESWC 2017 Satellite Events - ESWC 2017 Satellite Events, Portorož, Slovenia, May 28 - June 1, 2017, Revised Selected Papers. Lecture Notes in Computer Science 10577, Springer 2017, ISBN 978-3-319-70406-7 [contents] - [e13]Marieke van Erp, Sebastian Hellmann, John P. McCrae, Christian Chiarcos
, Key-Sun Choi, Jorge Gracia, Yoshihiko Hayashi, Seiji Koide, Pablo N. Mendes, Heiko Paulheim
, Hideaki Takeda:
Knowledge Graphs and Language Technology - ISWC 2016 International Workshops: KEKI and NLP&DBpedia, Kobe, Japan, October 17-21, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10579, Springer 2017, ISBN 978-3-319-68722-3 [contents] - 2016
- [j14]Robert Meusel, Dominique Ritze, Heiko Paulheim
:
Towards More Accurate Statistical Profiling of Deployed schema.org Microdata. ACM J. Data Inf. Qual. 8(1): 3:1-3:31 (2016) - [j13]Heiko Paulheim
:
14th International Semantic Web Conference 2015 Bethlehem, PA, USA; October 11-15. Künstliche Intell. 30(2): 207-208 (2016) - [j12]Petar Ristoski
, Heiko Paulheim
:
Semantic Web in data mining and knowledge discovery: A comprehensive survey. J. Web Semant. 36: 1-22 (2016) - [c80]Andrea Giovanni Nuzzolese
, Anna Lisa Gentile, Valentina Presutti, Aldo Gangemi
, Robert Meusel, Heiko Paulheim
:
The Second Open Knowledge Extraction Challenge. SemWebEval@ESWC 2016: 3-16 - [c79]Heiko Paulheim
, Heiner Stuckenschmidt
:
Fast Approximate A-Box Consistency Checking Using Machine Learning. ESWC 2016: 135-150 - [c78]Anna Lisa Gentile, Sabrina Kirstein, Heiko Paulheim
, Christian Bizer
:
Extending RapidMiner with Data Search and Integration Capabilities. ESWC (Satellite Events) 2016: 167-171 - [c77]Petar Ristoski, Heiko Paulheim, Vojtech Svátek, Vaclav Zeman:
The Linked Data Mining Challenge 2016. (KNOW@LOD/CoDeS)@ESWC 2016 - [c76]Marieke van Erp, Pablo N. Mendes, Heiko Paulheim, Filip Ilievski, Julien Plu, Giuseppe Rizzo, Jörg Waitelonis:
Evaluating Entity Linking: An Analysis of Current Benchmark Datasets and a Roadmap for Doing a Better Job. LREC 2016 - [c75]Julian Seitner, Christian Bizer, Kai Eckert, Stefano Faralli, Robert Meusel, Heiko Paulheim, Simone Paolo Ponzetto:
A Large DataBase of Hypernymy Relations Extracted from the Web. LREC 2016 - [c74]Jessica Rosati, Petar Ristoski, Tommaso Di Noia, Renato De Leone, Heiko Paulheim:
RDF Graph Embeddings for Content-based Recommender Systems. CBRecSys@RecSys 2016: 23-30 - [c73]Petar Ristoski, Gerben Klaas Dirk de Vries, Heiko Paulheim
:
A Collection of Benchmark Datasets for Systematic Evaluations of Machine Learning on the Semantic Web. ISWC (2) 2016: 186-194 - [c72]Petar Ristoski, Heiko Paulheim
:
RDF2Vec: RDF Graph Embeddings for Data Mining. ISWC (1) 2016: 498-514 - [c71]André Melo
, Heiko Paulheim
, Johanna Völker:
Type Prediction in RDF Knowledge Bases Using Hierarchical Multilabel Classification. WIMS 2016: 14:1-14:10 - [e12]Gong Cheng, Kalpa Gunaratna, Andreas Thalhammer, Heiko Paulheim, Martin Voigt, Roberto García:
Joint Proceedings of the 1st International Workshop on Summarizing and Presenting Entities and Ontologies and the 3rd International Workshop on Human Semantic Web Interfaces (SumPre 2015, HSWI 2015) co-located with the 12th Extended Semantic Web Conference (ESWC 2015), Portoroz, Slovenia, June 1, 2015. CEUR Workshop Proceedings 1556, CEUR-WS.org 2016 [contents] - [e11]Heiko Paulheim, Jens Lehmann
, Vojtech Svátek, Craig A. Knoblock, Matthew Horridge, Patrick Lambrix, Bijan Parsia:
Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and the 1st International Workshop on Completing and Debugging the Semantic Web (Know@LOD-2016, CoDeS-2016) co-located with 13th ESWC 2016, Heraklion, Greece, May 30th, 2016. CEUR Workshop Proceedings 1586, CEUR-WS.org 2016 [contents] - [e10]Heiko Paulheim, Marieke van Erp, Agata Filipowska, Pablo N. Mendes, Martin Brümmer:
Proceedings of the Third NLP&DBpedia Workshop (NLP & DBpedia 2015) co-located with the 14th International Semantic Web Conference 2015 (ISWC 2015), Bethlehem, Pennsylvania, USA, October 11, 2015. CEUR Workshop Proceedings 1581, CEUR-WS.org 2016 [contents] - [e9]Takahiro Kawamura, Heiko Paulheim:
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), Kobe, Japan, October 19, 2016. CEUR Workshop Proceedings 1690, CEUR-WS.org 2016 [contents] - [e8]Anna Lisa Gentile, Claudia d'Amato, Ziqi Zhang, Heiko Paulheim:
Proceedings of the Fourth International Workshop on Linked Data for Information Extraction co-located with 15th International Semantic Web Conference (ISWC 2016), Kobe, Japan, October 18, 2016. CEUR Workshop Proceedings 1699, CEUR-WS.org 2016 [contents] - 2015
- [j11]Heiko Paulheim
, Robert Meusel:
A decomposition of the outlier detection problem into a set of supervised learning problems. Mach. Learn. 100(2-3): 509-531 (2015) - [j10]Roberto García
, Heiko Paulheim
, Paola Di Maio
:
Special Issue on Semantic Web Interfaces. Semantic Web 6(3): 213-214 (2015) - [j9]Petar Ristoski, Christian Bizer
, Heiko Paulheim
:
Mining the Web of Linked Data with RapidMiner. J. Web Semant. 35: 142-151 (2015) - [j8]Oliver Lehmberg, Dominique Ritze, Petar Ristoski, Robert Meusel, Heiko Paulheim
, Christian Bizer
:
The Mannheim Search Join Engine. J. Web Semant. 35: 159-166 (2015) - [c70]Petar Ristoski, Michael Schuhmacher
, Heiko Paulheim
:
Using Graph Metrics for Linked Open Data Enabled Recommender Systems. EC-Web 2015: 30-41 - [c69]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 - [c68]Jochen Huelss, Heiko Paulheim:
What SPARQL Query Logs Tell and Do Not Tell about Semantic Relatedness in LOD Or: The Unsuccessful Attempt to Improve the Browsing Experience of DBpedia by Exploiting Query Logs. NoISE@ESWC 2015 - [c67]Heiko Paulheim:
What the Adoption of schema.org Tells About Linked Open Data. USEWOD-PROFILES@ESWC 2015: 85-90 - [c66]Petar Ristoski, Heiko Paulheim
:
Visual Analysis of Statistical Data on Maps Using Linked Open Data. ESWC (Satellite Events) 2015: 138-143 - [c65]Robert Meusel, Heiko Paulheim
:
Heuristics for Fixing Common Errors in Deployed schema.org Microdata. ESWC 2015: 152-168 - [c64]Jochen Huelss, Heiko Paulheim
:
What SPARQL Query Logs Tell and Do Not Tell About Semantic Relatedness in LOD - Or: The Unsuccessful Attempt to Improve the Browsing Experience of DBpedia by Exploiting Query Logs. ESWC (Satellite Events) 2015: 297-308 - [c63]Petar Ristoski, Heiko Paulheim, Vojtech Svátek, Vaclav Zeman:
The Linked Data Mining Challenge 2015. KNOW@LOD 2015 - [c62]Robert Meusel, Heiko Paulheim:
Creating Large-scale Training and Test Corpora for Extracting Structured Data from the Web. LD4IE@ISWC 2015: 2-6 - [c61]Volha Bryl, Christian Bizer, Heiko Paulheim:
Gathering Alternative Surface Forms for DBpedia Entities. NLP-DBPEDIA@ISWC 2015: 13-24 - [c60]Alexander C. Müller, Heiko Paulheim:
Towards combining ontology matchers via anomaly detection. OM 2015: 40-44 - [c59]Heiko Paulheim
, Aldo Gangemi
:
Serving DBpedia with DOLCE - More than Just Adding a Cherry on Top. ISWC (1) 2015: 180-196 - [c58]Benjamin Schäfer, Petar Ristoski, Heiko Paulheim:
What is Special about Bethlehem, Pennsylvania? Identifying Unusual Facts about DBpedia Entities. ISWC (Posters & Demos) 2015 - [c57]Robert Meusel, Christian Bizer
, Heiko Paulheim
:
A Web-scale Study of the Adoption and Evolution of the schema.org Vocabulary over Time. WIMS 2015: 15:1-15:11 - [c56]Robert Meusel, Blerina Spahiu, Christian Bizer, Heiko Paulheim:
Towards Automatic Topical Classification of LOD Datasets. LDOW@WWW 2015 - [e7]Johanna Völker, Heiko Paulheim, Jens Lehmann
, Vojtech Svátek:
Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference (ESWC 2015), Portoroz, Slovenia, May 31, 2015. CEUR Workshop Proceedings 1365, CEUR-WS.org 2015 [contents] - [e6]Anna Lisa Gentile, Ziqi Zhang, Claudia d'Amato, Heiko Paulheim:
Proceedings of the Third International Workshop on Linked Data for Information Extraction (LD4IE2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, USA, October 12, 2015. CEUR Workshop Proceedings 1467, CEUR-WS.org 2015 [contents] - 2014
- [j7]Heiko Paulheim
, Christian Bizer
:
Improving the Quality of Linked Data Using Statistical Distributions. Int. J. Semantic Web Inf. Syst. 10(2): 63-86 (2014) - [c55]Petar Ristoski, Heiko Paulheim
:
Feature Selection in Hierarchical Feature Spaces. Discovery Science 2014: 288-300 - [c54]Heiko Paulheim:
Identifying Wrong Links between Datasets by Multi-dimensional Outlier Detection. WoDOOM 2014: 27-38 - [c53]Petar Ristoski, Eneldo Loza Mencía, Heiko Paulheim:
A Hybrid Multi-strategy Recommender System Using Linked Open Data. SemWebEval@ESWC 2014: 150-156 - [c52]Vojtech Svátek, Jindrich Mynarz, Heiko Paulheim:
The Linked Data Mining Challenge 2014: Results and Experiences. KNOW@LOD 2014 - [c51]Dominik Wienand, Heiko Paulheim
:
Detecting Incorrect Numerical Data in DBpedia. ESWC 2014: 504-518 - [c50]Orphée De Clercq, Sven Hertling, Véronique Hoste, Simone Paolo Ponzetto, Heiko Paulheim:
Identifying Disputed Topics in the News. LD4KD 2014 - [c49]Alexander Gabriel, Heiko Paulheim, Frederik Janssen:
Learning Semantically Coherent Rules. DMNLP@PKDD/ECML 2014: 49-63 - [c48]Petar Ristoski, Heiko Paulheim:
A Comparison of Propositionalization Strategies for Creating Features from Linked Open Data. LD4KD 2014 - [c47]Zlatan Dragisic, Kai Eckert, Jérôme Euzenat, Daniel Faria, Alfio Ferrara, Roger Granada, Valentina Ivanova, Ernesto Jiménez-Ruiz, Andreas Oskar Kempf, Patrick Lambrix, Stefano Montanelli, Heiko Paulheim, Dominique Ritze, Pavel Shvaiko, Alessandro Solimando, Cássia Trojahn dos Santos, Ondrej Zamazal, Bernardo Cuenca Grau:
Results of the Ontology Alignment Evaluation Initiative 2014. OM 2014: 61-104 - [c46]Max Schmachtenberg, Christian Bizer
, Heiko Paulheim
:
Adoption of the Linked Data Best Practices in Different Topical Domains. ISWC (1) 2014: 245-260 - [c45]Daniel Fleischhacker, Heiko Paulheim
, Volha Bryl, Johanna Völker, Christian Bizer
:
Detecting Errors in Numerical Linked Data Using Cross-Checked Outlier Detection. ISWC (1) 2014: 357-372 - [c44]Max Schmachtenberg, Thorsten Strufe, Heiko Paulheim
:
Enhancing a Location-based Recommendation System by Enrichment with Structured Data from the Web. WIMS 2014: 17:1-17:12 - [e5]Johanna Völker, Heiko Paulheim, Jens Lehmann
, Harald Sack, Vojtech Svátek:
Proceedings of the 3rd Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 11th Extended Semantic Web Conference (ESWC 2014), Crete, Greece, May 25, 2014. CEUR Workshop Proceedings 1243, CEUR-WS.org 2014 [contents] - [e4]Anna Lisa Gentile, Ziqi Zhang, Claudia d'Amato, Heiko Paulheim:
Proceedings of the Second International Workshop on Linked Data for Information Extraction (LD4IE 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, October 20, 2014. CEUR Workshop Proceedings 1267, CEUR-WS.org 2014 [contents] - 2013
- [j6]Heiko Paulheim
:
Ontology-based Application Integration on the User Interface Level. it Inf. Technol. 55(4): 165- (2013) - [c43]Heiko Paulheim:
Exploiting Linked Open Data as Background Knowledge in Data Mining. DMoLD 2013 - [c42]Axel Schulz, Petar Ristoski, Heiko Paulheim
:
I See a Car Crash: Real-Time Detection of Small Scale Incidents in Microblogs. ESWC (Satellite Events) 2013: 22-33 - [c41]Heiko Paulheim
, Sven Hertling
, Dominique Ritze:
Towards Evaluating Interactive Ontology Matching Tools. ESWC 2013: 31-45 - [c40]Axel Schulz, Aristotelis Hadjakos, Heiko Paulheim, Johannes Nachtwey, Max Mühlhäuser:
A Multi-Indicator Approach for Geolocalization of Tweets. ICWSM 2013 - [c39]Axel Schulz, Tung Dang Thanh, Heiko Paulheim, Immanuel Schweizer:
A fine-grained sentiment analysis approach for detecting crisis related microposts. ISCRAM 2013 - [c38]Bernardo Cuenca Grau, Zlatan Dragisic, Kai Eckert, Jérôme Euzenat, Alfio Ferrara, Roger Granada, Valentina Ivanova, Ernesto Jiménez-Ruiz, Andreas Oskar Kempf, Patrick Lambrix, Andriy Nikolov, Heiko Paulheim, Dominique Ritze, François Scharffe, Pavel Shvaiko, Cássia Trojahn dos Santos, Ondrej Zamazal:
Results of the Ontology Alignment Evaluation Initiative 2013. OM 2013: 61-100 - [c37]Heiko Paulheim:
DBpediaNYD - A Silver Standard Benchmark Dataset for Semantic Relatedness in DBpedia. NLP-DBPEDIA@ISWC 2013 - [c36]Heiko Paulheim, Sven Hertling:
WeSeE-Match results for OAEI 2013. OM 2013: 197-202 - [c35]Heiko Paulheim, Sven Hertling:
Discoverability of SPARQL Endpoints in Linked Open Data. ISWC (Posters & Demos) 2013: 245-248 - [c34]Heiko Paulheim
, Christian Bizer
:
Type Inference on Noisy RDF Data. ISWC (1) 2013: 510-525 - [c33]Heiko Paulheim, Simone Paolo Ponzetto:
Extending DBpedia with Wikipedia List Pages. NLP-DBPEDIA@ISWC 2013 - [c32]Petar Ristoski, Heiko Paulheim:
Analyzing Statistics with Background Knowledge from Linked Open Data. SemStats@ISWC 2013 - [c31]Dominique Ritze, Heiko Paulheim
, Kai Eckert:
Evaluation Measures for Ontology Matchers in Supervised Matching Scenarios. ISWC (2) 2013: 392-407 - [e3]Johanna Völker, Heiko Paulheim, Jens Lehmann
, Mathias Niepert, Harald Sack:
Proceedings of the Second International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, Montpellier, France, May 26, 2013. CEUR Workshop Proceedings 992, CEUR-WS.org 2013 [contents] - [e2]Anna Lisa Gentile, Ziqi Zhang, Claudia d'Amato, Heiko Paulheim:
Proceedings of the First International Workshop on Linked Data for Information Extraction (LD4IE 2013) co-located with the 12th International Semantic Web Conference (ISWC 2013), Sydney, Australia, October 21, 2013. CEUR Workshop Proceedings 1057, CEUR-WS.org 2013 [contents] - 2012
- [c30]Frederik Janssen, Faraz Fallahi, Jan Noessner, Heiko Paulheim:
Towards Rule Learning Approaches to Instance-based Ontology Matching. KNOW@LOD 2012: 13-18 - [c29]Heiko Paulheim
:
Nobody Wants to Live in a Cold City Where No Music Has Been Recorded - Analyzing Statistics with Explain-a-LOD. ESWC (Satellite Events) 2012: 387-391 - [c28]Heiko Paulheim
:
Generating Possible Interpretations for Statistics from Linked Open Data. ESWC 2012: 560-574 - [c27]Axel Schulz, Heiko Paulheim, Florian Probst:
Crisis information management in the Web 3.0 age. ISCRAM 2012 - [c26]Heiko Paulheim
:
Explain-a-LOD: using linked open data for interpreting statistics. IUI 2012: 313-314 - [c25]Tim Hussein, Stephan G. Lukosch
, Heiko Paulheim
, Jürgen Ziegler, Gaëlle Calvary:
3rd workshop on semantic models for adaptive interactive systems (SEMAIS): (SEMAIS). IUI 2012: 401-404 - [c24]Thanh-Tung Dang, Alexander Gabriel, Sven Hertling, Philipp Roskosch, Marcel Wlotzka, Jan Ruben Zilke, Frederik Janssen, Heiko Paulheim:
HotMatch results for OEAI 2012. OM 2012 - [c23]Sven Hertling, Heiko Paulheim:
WikiMatch - using Wikipedia for ontology matching. OM 2012 - [c22]Sven Hertling, Heiko Paulheim:
WikiMatch results for OEAI 2012. OM 2012 - [c21]Daniel Hienert, Dennis Wegener, Heiko Paulheim:
Automatic Classification and Relationship Extraction for Multi-Lingual and Multi-Granular Events from Wikipedia. DeRiVE@ISWC 2012: 1-10 - [c20]Heiko Paulheim:
WeSeE-Match results for OEAI 2012. OM 2012 - [c19]Heiko Paulheim
, Johannes Fürnkranz
:
Unsupervised generation of data mining features from linked open data. WIMS 2012: 31:1-31:12 - [e1]Johanna Völker, Heiko Paulheim, Jens Lehmann
, Mathias Niepert:
Proceedings of the First International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, Heraklion, Greece, May 27, 2012. CEUR Workshop Proceedings 868, CEUR-WS.org 2012 [contents] - 2011
- [j5]Heiko Paulheim:
Improving the Usability of Integrated Applications by Using Interactive Visualizations of Linked Data. Int. J. Comput. Sci. Appl. 8(2): 1-37 (2011) - [c18]Axel Schulz, Benedikt Schmidt, Heiko Paulheim
:
LiCoRMS - Towards a Resource Management System Based on Lifecycle and Content Information. CONTEXT 2011: 292-295 - [c17]Grigori Babitski, Simon Bergweiler
, Olaf Grebner, Daniel Oberle, Heiko Paulheim
, Florian Probst:
SoKNOS - Using Semantic Technologies in Disaster Management Software. ESWC (2) 2011: 183-197 - [c16]Benedikt Schmidt, Heiko Paulheim
, Todor Stoitsev, Max Mühlhäuser
:
Towards a Formalization of Individual Work Execution at Computer Workplaces. ICCS 2011: 270-283 - [c15]Heiko Paulheim
, Roland Plendl, Florian Probst, Daniel Oberle:
Mapping pragmatic class models to reference ontologies. ICDE Workshops 2011: 200-205 - [c14]Heiko Paulheim
, Lars Meyer:
Ontology-based information visualization in integrated UIs. IUI 2011: 451-452 - [c13]Tim Hussein, Stephan G. Lukosch
, Jürgen Ziegler, Heiko Paulheim
, Gaelle Calvary:
2nd international workshop on semantic models for adaptive interactive systems (SEMAIS 2011). IUI 2011: 467-468 - [c12]Stephan Braune, Achim D. Brucker, Gerald Kleser, Keqin Li, Theo Dirk Meijler, Heiko Paulheim, Florian Probst:
A Service-oriented Architecture for Emergency Management Systems. Software Engineering (Workshops) 2011: 225-232 - [c11]Dominique Ritze, Heiko Paulheim:
Towards an automatic parameterization of ontology matching tools based on example mappings. OM 2011 - [c10]Heiko Paulheim
, Daniel Oberle, Roland Plendl, Florian Probst:
An Architecture for Information Exchange Based on Reference Models. SLE 2011: 160-179 - [c9]Heiko Paulheim
:
Improving the usability of integrated applications by using interactive visualizations of linked data. WIMS 2011: 19 - [p2]Heiko Paulheim:
Ontologiebasierte Applikationsintegration auf Nutzerschnittstellenebene. Ausgezeichnete Informatikdissertationen 2011: 131-140 - 2010
- [j4]Heiko Paulheim
, Florian Probst:
Application integration on the user interface level: An ontology-based approach. Data Knowl. Eng. 69(11): 1103-1116 (2010) - [j3]Heiko Paulheim
, Florian Probst:
Ontology-Enhanced User Interfaces: A Survey. Int. J. Semantic Web Inf. Syst. 6(2): 36-59 (2010) - [c8]Heiko Paulheim
, Atila Erdogan:
Seamless integration of heterogeneous UI components. EICS 2010: 303-308 - [c7]Heiko Paulheim
:
Efficient Semantic Event Processing: Lessons Learned in User Interface Integration. ESWC (2) 2010: 60-74 - [c6]Heiko Paulheim
:
Seamlessly integrated, but loosely coupled: building user interfaces from heterogeneous components. ASE 2010: 123-126
2000 – 2009
- 2009
- [j2]Janina Fengel, Heiko Paulheim
, Michael Rebstock:
Semantic Synchronization in B2B Transactions. J. Cases Inf. Technol. 11(4): 74-99 (2009) - [c5]Heiko Paulheim
:
Ontology-based modularization of user interfaces. EICS 2009: 23-28 - [c4]Heiko Paulheim, Sebastian Döweling, Karen H. L. Tso-Sutter, Florian Probst, Thomas Ziegert:
Improving Usability of Integrated Emergency Response Systems: The SoKNOS Approach. GI Jahrestagung 2009: 1435-1349 - [c3]Heiko Paulheim
:
Ontologies for User Interface Integration. ISWC 2009: 973-981 - [p1]Janina Fengel, Heiko Paulheim
, Michael Rebstock:
Semantic Synchronization in B2B Transactions. Cases on Semantic Interoperability for Information Systems Integration 2009: 210-234 - 2008
- [c2]Heiko Paulheim:
On Applying Matching Tools to Large-scale Ontologies. OM 2008 - 2007
- [j1]Michael Rebstock, Janina Fengel, Heiko Paulheim
, Matthias Knoll:
Semantische Synchronisationsdienste zur dynamischen Informationsintegration im elektronischen Geschäftsverkehr. HMD Prax. Wirtsch. 257: 28-38 (2007) - [c1]Heiko Paulheim, Michael Rebstock, Janina Fengel:
Context-sensitive Referencing for Ontology Mapping Disambiguation. C&O:RR 2007
Coauthor Index
aka: Cássia Trojahn
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