Publications
- 2025
- E-pub ahead of print
Towards Interpretable Hybrid AI: Integrating Knowledge Graphs and Symbolic Reasoning in Medicine
Chudasama, Y., Huang, H., Purohit, D. & Vidal, M. E., 13 Jan 2025, (E-pub ahead of print) In: IEEE ACCESS. 22 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Leveraging GPT Models For Semantic Table Annotation
Bikim, J. P., Atezong, C., Jiomekong, A., Oelen, A., Rabby, G., D’Souza, J. & Auer, S., 3 Jan 2025, Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2024: Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching. p. 43-53 11 p. (CEUR workshop proceedings; vol. 3889).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Integrating Knowledge Graphs with Symbolic AI: The Path to Interpretable Hybrid AI Systems in Medicine
Vidal, M. E., Chudasama, Y., Huang, H., Purohit, D. & Torrente, M., Jan 2025, In: Journal of Web Semantics. 84, 8 p., 100856.Research output: Contribution to journal › Article › Research › peer review
- Published
Generating a Question Answering Dataset About Geographic Changes in a Knowledge Graph
Mitsios, M., Punjani, D., Abdollahi, S., Gottschalk, S., Tsalapati, E., Demidova, E. & Koubarakis, M., 2025, Knowledge Engineering and Knowledge Management: 24th International Conference, EKAW 2024, Proceedings. Alam, M., Rospocher, M., van Erp, M., Hollink, L. & Gesese, G. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 471-489 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15370 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Managing Comprehensive Research Instrument Descriptions Within a Scholarly Knowledge Graph
Haris, M., Auer, S. & Stocker, M., 2025, Sustainability and Empowerment in the Context of Digital Libraries : 26th International Conference on Asia-Pacific Digital Libraries, ICADL 2024, Proceedings. Oliver, G., Frings-Hessami, V., Du, J. T. & Tezuka, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 39-53 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15494 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
SemMatch: Semantics-Aware Matching for Causal Inference over Knowledge Graphs
Huang, H. & Vidal, M. E., 2025, Web Information Systems Engineering : WISE 2024 - 25th International Conference, Proceedings. Barhamgi, M., Wang, H. & Wang, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 467-483 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15437 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 2024
- E-pub ahead of print
Education in the era of Neurosymbolic AI
Jaldi, C. D., Ilkou, E., Schroeder, N. & Shimizu, C., May 2025, In: Journal of Web Semantics. 85, 7 p., 100857.Research output: Contribution to journal › Article › Research › peer review
- Published
Fragmenting Data Strategies to Scale Up the Knowledge Graph Creation
Iglesias, E., Sakor, A., Rohde, P. D., Janev, V. & Vidal, M. E., 29 Dec 2024, Semantic Intelligence : Select Proceedings of ISIC 2023. Jain, S., Mihindukulasooriya, N., Janev, V. & Shimizu, C. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 11-23 13 p. (Lecture Notes in Electrical Engineering; vol. 1258).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- E-pub ahead of print
Increasing energy efficiency of bitcoin infrastructure with reinforcement learning and one-shot path planning for the lightning network
Valko, D. & Kudenko, D., 11 Dec 2024, (E-pub ahead of print) In: Neural Computing and Applications. 11 p., 112620.Research output: Contribution to journal › Article › Research › peer review
- Published
Organizing Graphical User Interface tests from behavior‐driven development as videos to obtain stakeholders' feedback
Shi, J., Mönnich, J., Klünder, J. & Schneider, K., 10 Dec 2024, In: Journal of Software: Evolution and Process. 36, 12, e2721.Research output: Contribution to journal › Article › Research › peer review
- Published
Skipping the Security Side Quests: A Qualitative Study on Security Practices and Challenges in Game Development
Klostermeyer, P., Amft, S., Höltervennhoff, S., Krause, A., Busch, N. & Fahl, S., 9 Dec 2024, Proceedings of the 2024 ACM SIGSAC Conference on Computer and Communications Security: CCS 2024 . p. 2651-2665 15 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A lung cancer diagnosis and treatment dataset with geno- and phenotypical characteristics of the patient
Ríos-Sánchez, B., Vigueras, G., García, A., Gómez-Bravo, D., Menasalvas, E., Torrente, M., Parejo, C., Aisopos, F., Vogiatzis, D., Purohit, D., Provencio, M., Vidal, M. E. & Rodríguez-González, A., Dec 2024, In: Data in Brief. 57, 7 p., 111167.Research output: Contribution to journal › Article › Research › peer review
- Published
A Review of Anonymization for Healthcare Data
Olatunji, I. E., Rauch, J., Katzensteiner, M. & Khosla, M., Dec 2024, In: Big data. 12, 6, p. 538-555 18 p.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes
Benjamins, C., Surana, S., Bent, O., Lindauer, M. & Duckworth, P., Dec 2024, (E-pub ahead of print) AI for Accelerated Materials Design - NeurIPS Workshop 2024.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
PALADIN: A process-based constraint language for data validation
Diaz-Honrubia, A. J., Rohde, P. D., Niazmand, E., Menasalvas, E. & Vidal, M. E., Dec 2024, In: Information Fusion. 112, 23 p., 102557.Research output: Contribution to journal › Article › Research › peer review
- Published
Adaptive Dispatching of Mobile Charging Stations using Multi-Agent Graph Convolutional Cooperative-Competitive Reinforcement Learning
Wonsak, S., Henke, N., Al-Rifai, M., Nolting, M. & Nejdl, W., 22 Nov 2024, 32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems: ACM SIGSPATIAL 2024. Nascimento, M. A., Xiong, L., Zufle, A., Chiang, Y.-Y., Eldawy, A. & Kroger, P. (eds.). p. 410-420 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
VISE: Validated and Invalidated Symbolic Explanations for Knowledge Graph Integrity
Purohit, D., Chudasama, Y., Torrente, M. & Vidal, M. E., 14 Nov 2024, Explainable Artificial Intelligence for the Medical Domain 2024: Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024). 23 p. (CEUR workshop proceedings; vol. 3831).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Robust Fusion of Time Series and Image Data for Improved Multimodal Clinical Prediction
Rasekh, A., Heidari, R., Hosein Haji Mohammad Rezaie, A., Sharifi Sedeh, P., Ahmadi, Z., Mitra, P. & Nejdl, W., 13 Nov 2024, In: IEEE ACCESS. 12, p. 174107-174121 15 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Towards a Knowledge Graph for Teaching Knowledge Graphs
Ilkou, E. & Jiménez-Ruiz, E., 11 Nov 2024, Proceedings of the ISWC 2024 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice. 6 p. (CEUR Workshop Proceedings; vol. 3828).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Articulation Work and Tinkering for Fairness in Machine Learning
Fahimi, M., Russo, M., Scott, K. M., Vidal, M. E., Berendt, B. & Kinder-Kurlanda, K., 8 Nov 2024, In: Proceedings of the ACM on Human-Computer Interaction. 8, CSCW2, 23 p., 434.Research output: Contribution to journal › Conference article › Research › peer review