2022

  • 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“. Submitted to ACM Computing Survey Journal (2022).
  • Anna Breit, Laura Waltersdorfer, Fajar J. Ekaputra, Tomasz Miksa, Marta Sabou. “A Lifecycle Framework for Semantic Web Machine Learning Systems“. Submitted to the 4th International Workshop on Machine Learning and Knowledge Graphs (MLKgraphs 2022)

2021

  • Waltersdorfer, Laura. “Auditable Semantic Web Machine Learning Systems.” (2021). Proceedings of the Doctoral Consortium at ISWC 2021 co-located with 20th International Semantic Web Conference (ISWC 2021)
  • Raissya, Hana, Fariz Darari, and Fajar J. Ekaputra. “VizKG: A Framework for Visualizing SPARQL Query Results over Knowledge Graphs.” Proceedings of the Sixth International Workshop on the Visualization and Interaction for Ontologies and Linked Data (VOILA 2021).
  • Waltersdorfer, Laura, Anna Breit, Fajar J. Ekaputra, and Marta Sabou. “Bridging Semantic Web and Machine Learning: First Results of a Systematic Mapping Study.” In Proceedings of the International Conference on Database and Expert Systems Applications, pp. 81-90. Springer, Cham, 2021.
  • Andreas Ekelhart, Fajar J. Ekaputra, and Elmar Kiesling. “The SLOGERT Framework for automated Log Knowledge Graph Construction“. In Proceedings of the Extended Semantic Web Conference 2021 (ESWC 2021).
  • Fajar J. Ekaputra, Andreas Ekelhart, Rudolf Mayer, Tomasz Miksa, Tanja Šarčević, Sotirios Tsepelakis, Laura Waltersdorfer. “Semantic-enabled Architecture for Auditable Privacy-Preserving Data Analysis“. Accepted for publication in Semantic Web Journal, Special Issue of Data and Algorithmic Governance (2021).

2020

  • Simon JD Cox, Alejandra N. Gonzalez-Beltran, Barbara Magagna, and Maria-Cristina Marinescu. “Ten Simple Rules for making a vocabulary FAIR“. arXiv preprint arXiv:2012.02325, submitted to PLOS Computational Biology (2020).
  • Andreas Ekelhart, Fajar J. Ekaputra, Elmar Kiesling. “Automated Knowledge Graph Construction From Raw Log Data“. In Proceedings of the ISWC 2020 Demos & Industry Tracks, co-located with 19th International Semantic Web Conference (ISWC 2020).
  • Anna Breit, Laura Waltersdorfer, Fajar J. Ekaputra, Marta Sabou. “Extracting Key Elements from Legal Permits: A Use Case in the Environmental Domain“. In Proceedings of the 4th Annual Workshop on Applications of AI in the Legal Industry co-located with the IEEE BigData2020 Conference 2020.
  • João Cardoso, Leyla J.C. Castro, Fajar J. Ekaputra, Marie-Christine Jacquemot-Perbal, Tomasz Miksa, José Borbinha. “Towards Semantic Representation of Machine-actionable Data Management Plans“. in Proceedings of The 1st DaMaLOS Workshop, co-located with 19th International Semantic Web Conference (ISWC 2020).