Wissenschaftliche Artikel

Breit, A., Waltersdorfer, L., Ekaputra, F. J., Sabou, M., Ekelhart, A., Iana, A., Paulheim, H., Portisch, J., Revenko, A., ten Teije, A., & van Harmelen, F. (2023). Combining Machine Learning and Semantic Web: A Systematic Mapping Study. ACM Computing Surveys. https://doi.org/10.1145/3586163 ( reposiTUm)
Cardoso, J., Castro, L. J., Ekaputra, F. J., Jacquemot-Perbal, M.-C., Suchánek, M., Miksa, T., & Borbinha, J. (2022). DCSO: towards an ontology for machine-actionable data management plans. Journal of Biomedical Semantics, 13, Article 21. https://doi.org/10.1186/s13326-022-00274-4 ( reposiTUm)

Beiträge in Tagungsbänden

Breit, A., Waltersdorfer, L., Ekaputra, F. J., Karampatakis, S., Miksa, T., & Käfer, G. (2023). Combining Semantic Web and Machine Learning for Auditable Legal Key Element Extraction. In The Semantic Web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28–June 1, 2023, Proceedings (pp. 609–624). https://doi.org/10.1007/978-3-031-33455-9_36 ( reposiTUm)
Breit, A., Waltersdorfer, L., Ekaputra, F. J., Miksa, T., & Sabou, M. (2022). A Lifecycle Framework for Semantic Web Machine Learning Systems. In Database and Expert Systems Applications - DEXA 2022 Workshops (pp. 359–368). https://doi.org/10.1007/978-3-031-14343-4_33 ( reposiTUm)
Ekaputra, F. J., Waltersdorfer, L., Breit, A., & Sabou, M. (2022). Towards a Standardized Description of Semantic Web Machine Learning Systems. In U. Simsek, D. Chaves-Fraga, T. Pellegrini, & S. Vahdat (Eds.), Proceedings of Poster and Demo Track and Workshop Track of the 18th International Conference on Semantic Systems, co-located with 18th International Conference on Semantic Systems (SEMANTiCS 2022). http://hdl.handle.net/20.500.12708/190042 ( reposiTUm)

Beiträge in Büchern

Waltersdorfer, L., Breit, A., Ekaputra, F. J., Sabou, M., Ekelhart, A., Iana, A., Paulheim, H., Portisch, J., Revenko, A., ten Teije, A., & van Harmelen, F. (2023). Semantic Web Machine Learning Systems: An Analysis of System Patterns. In P. Hitzler, K. Sarker, & A. Eberhart (Eds.), Compendium of Neurosymbolic Artificial Intelligence (Vol. 369, pp. 77–99). IOS Press. https://doi.org/10.3233/FAIA230136 ( reposiTUm)

Tagungsbände

Corcho, O., Hollink, L., Kutz, O., TROQUARD, N., & Ekaputra, F. J. (Eds.). (2022). Knowledge Engineering and Knowledge Management: 23rd International Conference, EKAW 2022, Bolzano, Italy, September 26--29, 2022, Proceedings (Vol. 1). Springer Nature. http://hdl.handle.net/20.500.12708/190027 ( reposiTUm)