Research output per year
Research output per year
Personal profile
External positions
PostDoctoral Researcher, Data Science Research Unit, TU Wien
1 Jan 2019 → 31 Mar 2024
Expertise
- Semantic Web
- Knowledge Graphs
- Knowledge Engineering
- Data Integration
- Auditability
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Publications
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Combining Machine Learning and Semantic Web: A Systematic Mapping Study
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., 17 Jul 2023, In: ACM Computing Surveys. 55, 14s, 313.Publication: Scientific journal › Journal article › peer-review
Open Access -
Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG
Ekaputra, F. J., Llugiqi, M., Sabou, M., Ekelhart, A., Paulheim, H., Breit, A., Revenko, A., Waltersdorfer, L., Farfar, K. E. & Auer, S., Jun 2023, The Semantic Web: 20th International Conference, ESWC 2023. Cham: Springer, p. 372–389 (Lecture Notes in Computer Science; No. 13870).Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Open Access -
Towards a Standardized Description of Semantic Web Machine Learning Systems
Ekaputra, F. J., Waltersdorfer, L., Breit, A. & Sabou, M., 2022, 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). Aachen: CEUR Workshop Proceedings, (CEUR Workshop Proceedings, Vol. 3235).Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Open Access -
Semantic-enabled architecture for auditable privacy-preserving data analysis
Ekaputra, F. J., Ekelhart, A., Mayer, R., Miksa, T., Šarčević, T., Tsepelakis, S. & Waltersdorfer, L., 2022, In: Semantic Web Journal. 15, 3, p. 675-708 34 p.Publication: Scientific journal › Journal article › peer-review
Open Access -
Exploring the Benefits of Iterative Retrieval-Augmented Generation for Risk Mitigation in LLM Responses
Kubesch, J., Kiesling, E., Ekaputra, F. J., Serles, U., Toma, I. & Havas, C., 2026, Database and Expert Systems Applications - DEXA 2025 Workshops: AISys and AI4IP, Proceedings. Fischer, L., Göhner, U., Gül-Ficici, S., Jacob, D., Khalil, I., Kotsis, G. & Tjoa, A. M. (eds.). Springer, p. 3-14 12 p. (Communications in Computer and Information Science, Vol. 2615 CCIS).Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Activities
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EPURAI: ETHICS OF PUBLIC ROBOTS AND AI: Enhancing a Citizen-Centric Public Sector with AI (EPURAI 2024)
Ekaputra, F. J. (Speaker)
6 Dec 2024Activity: Talk or presentation › Science to science
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Journal of Web Semantics (Journal)
Ekaputra, F. J. (Reviewer)
Dec 2024Activity: Editorial work and peer-review › Journal article peer-review
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Retrieval-Augmented Generation Enabled by Knowledge Graphs (RAGE-KG 2024)
Ekaputra, F. J. (Reviewer)
Sept 2024Activity: Review activities and consultancy › Conference peer-review
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Engineering Applications of Artificial Intelligence (Journal)
Ekaputra, F. J. (Reviewer)
Sept 2024Activity: Editorial work and peer-review › Journal article peer-review
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Symposium „KI in und für Wissenschaften“
Ekaputra, F. J. (Speaker)
14 Jun 2024Activity: Talk or presentation › Science to professionals/public
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Collaborative Neurosymbolic AI System Engineering through the BEAM Framework
Ekaputra, F. J. (PI - Project head), Disselbacher-Kollmann, K. (Contact person for administrative matters), Prock, A. (Researcher) & Tsaneva, S. (Researcher)
1/10/25 → 30/09/27
Project: Research funding
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BILAI: Bilateral AI Clusters of Excellence (COE)
Polleres, A. (PI - Project head), Disselbacher-Kollmann, K. (Contact person for administrative matters), Kirrane, S. (Researcher), Ekaputra, F. J. (Researcher), Sabou, M. (Researcher), Wlömert, N. (Researcher), Hornik, K. (Researcher), Akaichi, I. (Researcher), Dobriy, D. (Researcher), Ekaputra, F. J. (Researcher), Ferranti, N. (Researcher), Grünsteidl, M. N. (Researcher), Maly, J. (Researcher), Prock, A. (Researcher), Vazquez, M. (Researcher), Wyk, D. (Contact person for administrative matters), Nair, V. (Researcher), Kook, L. (Researcher) & Kiesling, E. (Researcher)
1/10/24 → 30/09/29
Project: Research funding
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FAIR-AI: Fostering Austria's Innovative Strength and Research Excellence in Artificial Intelligence
Kiesling, E. (PI - Project head), Sabou, M. (PI - Project head), Polleres, A. (PI - Project head), Ekaputra, F. J. (Deputy project head with power of attorney ), Disselbacher-Kollmann, K. (Contact person for administrative matters) & Prock, A. (Researcher)
1/01/24 → 31/12/26
Project: Research funding
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PERKS – Eliciting and Exploiting Procedural Knowledge in Industry
Sabou, M. (PI - Project head), Disselbacher-Kollmann, K. (Contact person for administrative matters) & Ekaputra, F. J. (Researcher)
1/10/23 → 30/09/26
Project: Research funding
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SENSE: SENSE - Semantics-based Explanation of Cyber-physical Systems
Sabou, M. (PI - Project head), Disselbacher-Kollmann, K. (Contact person for administrative matters), Ehrenmüller, K. (Researcher) & Ekaputra, F. J. (Researcher)
1/02/23 → 31/07/25
Project: Research funding