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Human-Centric Machine Learning for Temporal Knowledge Graphs: Towards Understanding the European Alternative Fuels Market2022 Proceedings/Proceedings -- IEEE Symposium on Visual Languages and Human-Centric Computing conference-paper Computer Science Advanced Graph Neural Networks
Robert Jungnickel, Aymen Gannouni, Anas Abdelrazeq, Ingrid Isenhardt
1citations -
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification2021 Lecture notes in computer science conference-paper Computer Science Advanced Graph Neural Networks Open access
Ruud van Bakel, Teodor Ivanov Aleksiev, Daniel Daza, Dimitrios Alivanistos, Michael Cochez
1citations -
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case2023 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Graph Neural Networks Open access
Zhipeng Tan, Baifan Zhou, Zhuoxun Zheng, Ognjen Savković, Ziqi Huang, Irlán Grangel González, +2 more
0citations -
Robust Knowledge Distillation from RNN-T Models with Noisy Training Labels Using Full-Sum Loss2023 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis
Mohammad Zeineldeen, Kartik Audhkhasi, Murali Karthick Baskar, Bhuvana Ramabhadran
2citations -
Integrating IoT, large language models, and knowledge graphs for future smart districts: A semantic approach for energy performance assessment2025 Journal of Physics Conference Series conference-paper Computer Science Semantic Web and Ontologies Open access
Payam Fatehi Karjou, Max Berktold, Sina Khodadad Saryazdi, Martin Rätz, Dirk Müller
1citations -
Structack: Structure-based Adversarial Attacks on Graph Neural Networks2021 ACM Conference on Hypertext and Social Media (HT) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Hussain Hussain, Tomislav Đuričić, Elisabeth Lex, Denis Helić, Markus Strohmaier, Roman Kern
16citations -
Physical Pooling Functions in Graph Neural Networks for Molecular Property Prediction2022 RWTH Publications (RWTH Aachen) article Computer Science Computational Drug Discovery Methods Open access
Artur M. Schweidtmann, Jan G. Rittig, Jana M. Weber, Martin Grohe, Manuel Dahmen, Kai O. Leonhard, +1 more
3citations -
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case2023 Lecture notes in computer science conference-paper Computer Science Advanced Graph Neural Networks
Zhipeng Tan, Baifan Zhou, Zhuoxun Zheng, Ognjen Savković, Ziqi Huang, Irlán Grangel González, +2 more
3citations -
Sharing FAIR Data Stewardship knowledge across borders2021 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access
Valentina Pasquale, Monika Linne, Laurents Sesink, Sarah Stryeck, Hannah Mihai, Anna Wałek, +1 more
0citations -
Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab2026 Machine Learning and Knowledge Extraction article Computer Science Research Data Management Practices Open access
Leon Gorißen, Jan-Niklas Schneider, Mohamed Behery, Philipp Brauner, David Kötter, Thomas Käster, +7 more
2citations -
Connecting the Dots: Aligning human capacity through networks toward a globally interoperable Digital Extended Specimen (DES) infrastructure2023 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Elizabeth R. Ellwood, Wouter Addink, John M. Bates, Andrew C. Bentley, Jutta Buschbom, Alina Freire‐Fierro, +18 more
0citations