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L3S Research Centre

Organisational unit: Leibniz Research Centre

Type of address: Visitor address.
Appelstraße 9A
30167
Hannover
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Publications

  1. 2025
  2. 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

  3. 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

  4. 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

  5. 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

  6. 2024
  7. 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

  8. 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

  9. 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

  10. E-pub ahead of print

    Bayesian Optimisation for Protein Sequence Design: Gaussian Processes with Zero-Shot Protein Language Model Prior Mean

    Benjamins, C., Surana, S., Bent, O., Lindauer, M. & Duckworth, P., Dec 2024, (E-pub ahead of print) NeurIPS Workshop on Time Series in the Age of Large Models.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  11. 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

  12. Published

    Organizing Graphical User Interface tests from behavior‐driven development as videos to obtain stakeholders' feedback

    Shi, J., Mönnich, J., Klünder, J. & Schneider, K., Dec 2024, In: Journal of Software: Evolution and Process. 36, 12, e2721.

    Research output: Contribution to journal › Article › Research › peer review

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. Published

    DataDesc: A framework for creating and sharing technical metadata for research software interfaces

    Kuckertz, P., Göpfert, J., Karras, O., Neuroth, D., Schönau, J., Pueblas, R., Ferenz, S., Engel, F., Pflugradt, N., Weinand, J. M., Nieße, A., Auer, S. & Stolten, D., 8 Nov 2024, In: Patterns. 5, 11, 101064.

    Research output: Contribution to journal › Article › Research › peer review

  19. Published

    More than spectrograms: Deep representation learning for machinery fault detection

    Wißbrock, P., Ren, Z. & Pelkmann, D., 5 Nov 2024, In: Applied acoustics. 225, 14 p., 110178.

    Research output: Contribution to journal › Article › Research › peer review

  20. Published

    Enhanced federated anomaly detection through autoencoders using summary statistics-based thresholding

    Laridi, S., Palmer, G. & Tam, K. M. M., 4 Nov 2024, In: Scientific reports. 14, 1, 26704.

    Research output: Contribution to journal › Article › Research › peer review

  21. E-pub ahead of print

    Automl for Multi-Class Anomaly Compensation of Sensor Drift

    Schaller, M. C., Kruse, M., Ortega, A., Lindauer, M. & Rosenhahn, B., Nov 2024, (E-pub ahead of print).

    Research output: Working paper/Preprint › Preprint

  22. Published

    The Acoustic Dissection of Cough: Diving Into Machine Listening-based COVID-19 Analysis and Detection

    Ren, Z., Chang, Y., Bartl-Pokorny, K. D., Pokorny, F. B. & Schuller, B. W., Nov 2024, In: Journal of voice. 38, 6, p. 1264-1277 14 p.

    Research output: Contribution to journal › Article › Research › peer review

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