Mohamed H. Gad-Elrab

According to our database, Mohamed H. Gad-Elrab authored at least 25 papers between 2015 and 2024.

Collaborative distances:

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

2024

Scalable processing of Bosch Welding Data with Graph Massivizer.

Mikel Mendibe, Mohamed H. Gad-Elrab, Evgeny Kharlamov

Proceedings of the Joint Proceedings of Posters, 2024

Empowering Industry Professionals with Machine Learning through Knowledge Graphs.

Antonis Klironomos, Mohamed H. Gad-Elrab, Evgeny Kharlamov

Proceedings of the Joint Proceedings of Posters, 2024

2023

Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring.

Zhipeng Tan, Zhuoxun Zheng, Antonis Klironomos, Mohamed H. Gad-Elrab, Guohui Xiao, Ahmet Soylu, Evgeny Kharlamov, Baifan Zhou

Proceedings of the ISWC 2023 Posters, 2023

Supplier Optimization at Bosch with Knowledge Graphs and Answer Set Programming.

Cuong Chu Xuan, Mohamed H. Gad-Elrab, Trung-Kien Tran, Marvin Schiller, Evgeny Kharlamov, Daria Stepanova

Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

Addressing the Scalability Bottleneck of Semantic Technologies at Bosch.

Diego Rincon-Yanez, Mohamed H. Gad-Elrab, Daria Stepanova, Kien-Trung Tran, Cuong Chu Xuan, Baifan Zhou, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics.

Antonis Klironomos, Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Mohamed H. Gad-Elrab, Heiko Paulheim, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

Rule-based Knowledge Graph Completion with Canonical Models.

Simon Ott, Patrick Betz, Daria Stepanova, Mohamed H. Gad-Elrab, Christian Meilicke, Heiner Stuckenschmidt

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment.

Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Yunjie He, Yuqicheng Zhu, Muhammad Yahya, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov

Proceedings of the ISWC 2022 Posters, 2022

A Study on Entity Linking Across Domains": " Which Data is Best for Fine-Tuning?

Hassan Soliman, Heike Adel, Mohamed H. Gad-Elrab, Dragan Milchevski, Jannik Strötgen

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

The Data Value Quest: A Holistic Semantic Approach at Bosch.

Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Nikolay Nikolov, Ahmet Soylu, Evgeny Kharlamov

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

2021

Explainable methods for knowledge graph refinement and exploration via symbolic reasoning.

Mohamed H. Gad-Elrab

PhD thesis, 2021

Improving Knowledge Graph Embeddings with Ontological Reasoning.

Nitisha Jain, Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova

Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

Towards Leveraging Commonsense Knowledge for Autonomous Driving.

Sreyasi Nag Chowdhury, Ruwan Wickramarachchi, Mohamed H. Gad-Elrab, Daria Stepanova, Cory A. Henson

Proceedings of the ISWC 2021 Posters, 2021

2020

Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs.

Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova, Evgeny Kharlamov, Jannik Strötgen

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs.

Mohamed H. Gad-Elrab, Daria Stepanova, Trung-Kien Tran, Heike Adel, Gerhard Weikum

Proceedings of the Semantic Web - ISWC 2020, 2020

Towards Utilizing Knowledge Graph Embedding Models for Conceptual Clustering.

Mohamed H. Gad-Elrab, Vinh Thinh Ho, Evgeny Levinkov, Trung-Kien Tran, Daria Stepanova

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

2019

Tracy: Tracing Facts over Knowledge Graphs and Text.

Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum

Proceedings of the World Wide Web Conference, 2019

ExFaKT: A Framework for Explaining Facts over Knowledge Graphs and Text.

Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

2018

Rule Learning from Knowledge Graphs Guided by Embedding Models.

Vinh Thinh Ho, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov, Gerhard Weikum

Proceedings of the Semantic Web - ISWC 2018, 2018

Learning Rules from Incomplete KGs using Embeddings.

Vinh Thinh Ho, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov, Gerhard Weikum

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, 2018

Rule Induction and Reasoning over Knowledge Graphs.

Daria Stepanova, Mohamed H. Gad-Elrab, Vinh Thinh Ho

Proceedings of the Reasoning Web. Learning, Uncertainty, Streaming, and Scalability, 2018

2016

Exception-Enriched Rule Learning from Knowledge Graphs.

Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum

Proceedings of the Semantic Web - ISWC 2016, 2016

Towards Nonmonotonic Relational Learning from Knowledge Graphs.

Hai Dang Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Francesca A. Lisi, Gerhard Weikum

Proceedings of the Inductive Logic Programming - 26th International Conference, 2016

2015

EDRAK: Entity-Centric Data Resource for Arabic Knowledge.

Mohamed H. Gad-Elrab, Mohamed Amir Yosef, Gerhard Weikum

Proceedings of the Second Workshop on Arabic Natural Language Processing, 2015

Named Entity Disambiguation for Resource-Poor Languages.

Mohamed H. Gad-Elrab, Mohamed Amir Yosef, Gerhard Weikum

Proceedings of the Eighth Workshop on Exploiting Semantic Annotations in Information Retrieval, 2015