Remzi Çelebi

According to our database, Remzi Çelebi authored at least 30 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explaining Graph Neural Network predictions for drug repurposing.

Julie Loesch, Yang Yang, Pelinsu Ekmekci, Michel Dumontier, Remzi Celebi

Proceedings of the 15th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, 2024

Refining SemOpenAlex concept ontology: A constraint-aware approach via knowledge graph embeddings and SKOS constraints.

Özge Erten, Shervin Mehryar, Bo Xiong, Remzi Çelebi, Christopher Brewster

Proceedings of the 15th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, 2024

Construction of a knowledge graph for food health claims.

Remzi Celebi, Ilse van Lier, Alie de Boer, Michel Dumontier

Proceedings of the 15th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, 2024

From Clinical Information Systems to Personalized Health Knowledge Graphs.

Sareh Aghaei Dinani, Remzi Celebi, Markus Kreuzthaler, Stefan Schulz

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023

TAPS Responsibility Matrix: A tool for responsible data science by design.

Visara Urovi, Remzi Celebi, Chang Sun, Linda Rieswijk, Michael Erard, Arif Yilmaz, Kody Moodley, Parveen Kumar, Michel Dumontier

CoRR, 2023

Generating Knowledge Graph Based Explanations for Drug Repurposing Predictions.

Elif Ozkan, Remzi Celebi, Arif Yilmaz, Vincent Emonet, Michel Dumontier

Proceedings of the 14th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences (SWAT4HCLS 2023), 2023

Predicting missing annotations in Gene Ontology with Knowledge Graph Embeddings and True Path Rule.

Özge Erten, Shervin Mehryar, Remzi Çelebi, Christopher Brewster

Proceedings of the 14th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences (SWAT4HCLS 2023), 2023

Semantic Annotation of Tabular Data for Machine-to-Machine Interoperability via Neuro-Symbolic Anchoring.

Shervin Mehryar, Remzi Celebi

Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, 2023

Enhanced GAT: Expanding Receptive Field with Meta Path-Guided RDF Rules for Two-Hop Connectivity.

Julie Loesch, Michel Dumontier, Remzi Celebi

Proceedings of the Joint Proceedings of Scholarly QALD 2023 and SemREC 2023 co-located with 22nd International Semantic Web Conference ISWC 2023, 2023

Expanding the Vocabulary of BERT for Knowledge Base Construction.

Dong Yang, Xu Wang, Remzi Celebi

Proceedings of the Joint proceedings of the 1st workshop on Knowledge Base Construction from Pre-Trained Language Models (KBC-LM) and the 2nd challenge on Language Models for Knowledge Base Construction (LM-KBC) co-located with the 22nd International Semantic Web Conference (ISWC 2023), 2023

2022

Automated Identification of Food Substitutions Using Knowledge Graph Embeddings.

Julie Loesch, Louis Meeckers, Ilse van Lier, Alie de Boer, Michel Dumontier, Remzi Celebi

Proceedings of the 13th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, 2022

Nanotate: Semantically Annotating Experimental Protocols with Nanopublications.

Olga L. Giraldo, Miguel Ruano, Robin A. Richardson, Remzi Celebi, Michel Dumontier, Tobias Kuhn

Proceedings of the 13th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, 2022

Improving Transitive Embeddings in Neural Reasoning Tasks via Knowledge-Based Policy Networks (full paper).

Shervin Mehryar, Remzi Celebi

Proceedings of the Joint Proceedings of SemREC 2022 and SMART 2022 co-located with 21st International Semantic Web Conference (ISWC 2022), 2022

Knowledge Base Construction from Pre-trained Language Models by Prompt learning.

Xiao Ning, Remzi Celebi

Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022), 2022

2021

Relation extraction from DailyMed structured product labels by optimally combining crowd, experts and machines.

Krist Shingjergji, Remzi Celebi, Jan C. Scholtes, Michel Dumontier

J. Biomed. Informatics, 2021

Semantic Answer Type Prediction by Using BERT classifier and Rule-based Ranking Strategies.

Xiao Ning, Ammar Ammar, Arif Yilmaz, Shervin Mehryar, Remzi Celebi

Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

User-friendly Composition of FAIR Workflows in a Notebook Environment.

Robin A. Richardson, Remzi Celebi, Sven van der Burg, Djura Smits, Lars Ridder, Michel Dumontier, Tobias Kuhn

Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

2020

Towards FAIR protocols and workflows: the OpenPREDICT use case.

Remzi Celebi, Joao Rebelo Moreira, Ahmed A. Hassan, Sandeep Ayyar, Lars Ridder, Tobias Kuhn, Michel Dumontier

PeerJ Comput. Sci., 2020

A Methodology for Hierarchical Classification of Semantic Answer Types of Questions.

Ammar Ammar, Shervin Mehryar, Remzi Celebi

Proceedings of the SeMantic AnsweR Type prediction task (SMART) at ISWC 2020 Semantic Web Challenge co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

2019

Towards FAIR protocols and workflows: The OpenPREDICT case study.

Remzi Celebi, Joao Rebelo Moreira, Ahmed A. Hassan, Sandeep Ayyar, Lars Ridder, Tobias Kuhn, Michel Dumontier

CoRR, 2019

Evaluation of knowledge graph embedding approaches for drug-drug interaction prediction in realistic settings.

Remzi Celebi, Hüseyin Uyar, Erkan Yasar, Özgür Gümüs, Oguz Dikenelli, Michel Dumontier

BMC Bioinform., 2019

Fact Validation with Knowledge Graph Embeddings.

Ammar Ammar, Remzi Celebi

Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

2018

Biyomedikal bilgi çizgeleri için makine öğrenmesi tabanlı anlamsal bağ tahmini (Machine learning based semantic link prediction for biomedical knowledge graphs)

Remzi Çelebi

PhD thesis, 2018

Evaluation of knowledge graph embedding approaches for drug-drug interaction prediction using Linked Open Data.

Remzi Çelebi, Erkan Yasar, Hüseyin Uyar, Özgür Gümüs, Oguz Dikenelli, Michel Dumontier

Proceedings of the 11th International Conference Semantic Web Applications and Tools for Life Sciences, 2018

2017

Machine Learning Based Drug Indication Prediction Using Linked Open Data.

Remzi Çelebi, Özgün Erten, Michel Dumontier

Proceedings of the 10th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences (SWAT4LS 2017), 2017

2015

Prediction of Drug-Drug Interactions Using Pharmacological Similarities of Drugs.

Remzi Çelebi, Vahab Mostafapour, Erkan Yasar, Özgür Gümüs, Oguz Dikenelli

Proceedings of the 26th International Workshop on Database and Expert Systems Applications, 2015

2013

Weighting Indirect Relations to Elucidate the Direct Association of SNP-Disease by Use of SPARQL Queries.

Remzi Çelebi, Özgür Gümüs, Yedim Aysin Son

Proceedings of the 6th International Workshop on Semantic Web Applications and Tools for Life Sciences, 2013

2011

Mobile Prisoner's Dilemma game played on diverse habitats.

Remzi Celebi, Hürevren Kiliç

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Using linked open data to bootstrap corporate knowledge management in the OrganiK project.

Gunnar Aastrand Grimnes, Remzi Celebi, Leo Sauermann

Proceedings of the Proceedings the 6th International Conference on Semantic Systems, 2010

2006

Process Matchmaking on a P2P Environment.

Remzi Celebi, Huseyin Ellezer, Cem Baylam, Ibrahim Cereci, Hürevren Kiliç

Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006