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Institute of Data Science

Organisational unit: Institute

Type of address: Visitor addres
Appelstraße 4
30167
Hannover
1 - 40 out of 231Page size: 40
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Publications

  1. 2025

  2. Published

    NSSC: a neuro-symbolic AI system for enhancing accuracy of named entity recognition and linking from oncologic clinical notes

    García-Barragán, Á., Sakor, A., Vidal, M. E., Menasalvas, E., Gonzalez, J. C. S., Provencio, M. & Robles, V., Mar 2025, In: Medical and Biological Engineering and Computing. 63, p. 749–772 24 p.

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

  3. Published

    Towards Interpretable Hybrid AI: Integrating Knowledge Graphs and Symbolic Reasoning in Medicine

    Chudasama, Y., Huang, H., Purohit, D. & Vidal, M. E., 13 Jan 2025, In: IEEE ACCESS. 13, p. 39489 - 39509 22 p.

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

  4. 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

  5. Published

    How Green is AutoML for Tabular Data?

    Neutatz, F., Lindauer, M. & Abedjan, Z., 2025, Proceedings 28th International Conference on Extending Database Technology ( EDBT 2025 ). p. 350–363

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

  6. 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

  7. 2024

  8. 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

  9. 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

  10. 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

  11. E-pub ahead of print

    Fair Link Prediction With Overlapping Groups

    Pal, M., Sikdar, S. & Ganguly, N., 18 Nov 2024, (E-pub ahead of print) In: IEEE Transactions on Computational Social Systems. 15 p.

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

  12. 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

  13. Published

    Completing Predicates Based on Alignment Rules from Knowledge Graphs

    Niazmand, E. & Vidal, M. E., 18 Aug 2024, Database and Expert Systems Applications : 35th International Conference, DEXA 2024, Proceedings. Strauss, C., Amagasa, T., Manco, G., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 59-74 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14910 LNCS).

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

  14. Published

    Discovering Relationships Among Properties in Wikidata Knowledge Graph

    Niazmand, E. & Vidal, M. E., 18 Aug 2024, Big Data Analytics and Knowledge Discovery : 26th International Conference, DaWaK 2024, Proceedings. Wrembel, R., Chiusano, S., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 388-394 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14912 LNCS).

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

  15. Published

    Employing Hybrid AI Systems to Trace and Document Bias in ML Pipelines

    Russo, M., Chudasama, Y., Purohit, D., Sawischa, S. & Vidal, M. E., 12 Jul 2024, In: IEEE ACCESS. 12, p. 96821-96847 27 p.

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

  16. Published

    Monitoring and Decision Support in Treatment Modalities for Lung Cancer

    Gonzalez, A. R., Menasalvas, E., Aisopos, F., Vogiatzis, D., Krithara, A., Paliouras, G., Jozashoori, S., Rivas, A., Sakor, A., Vidal, M. E., Torrente, M., Pulla, M. P., Trinatafyllou, A. & Dalianis, A., 8 Jul 2024, Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment. Now Publishers Inc, p. 197-207 11 p.

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review

  17. Published

    Results for Knowledge Graph Creation Challenge 2024: SDM-RDFizer

    Iglesias, E. & Vidal, M. E., 3 Jul 2024, Knowledge Graph Construction 2024: Proceedings of the 5th International Workshop on Knowledge Graph Construction. 5 p. (CEUR Workshop Proceedings; vol. 3718).

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

  18. Published

    Data Augmentation for Supervised Code Translation Learning

    Chen, B., Golebiowski, J. & Abedjan, Z., 2 Jul 2024, 2024 IEEE/ACM 21st International Conference on Mining Software Repositories: MSR 2024. p. 444-456 13 p.

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

  19. Published

    AutoML in Heavily Constrained Applications

    Neutatz, F., Lindauer, M. & Abedjan, Z., Jul 2024, In: VLDB Journal. 33, 4, p. 957–979 23 p.

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

  20. Published

    A computational framework based on the dynamic pipeline approach

    Pasarella, E., Vidal, M. E., Zoltan, C. & Royo Sales, J. P., Jun 2024, In: Journal of Logical and Algebraic Methods in Programming. 139, 21 p., 100966.

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

  21. Published

    Learning analytics and the Universal Design for Learning (UDL): A clustering approach

    Roski, M., Jagan Sebastian, R., Ewerth, R., Hoppe, A. & Nehring, A., Jun 2024, In: Computers & education. 214, 105028.

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

  22. E-pub ahead of print

    Model-free reinforcement learning with noisy actions for automated experimental control in optics

    Richtmann, L., Schmiesing, V., Wilken, D., Heine, J., Tranter, A., Anand, A., Osborne, T. J. & Heurs, M., 24 May 2024, (E-pub ahead of print).

    Research output: Working paper/Preprint › Preprint

  23. Published

    Towards Data Augmentation for Supervised Code Translation

    Chen, B., Golebiowski, J. & Abedjan, Z., 23 May 2024, Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings. IEEE Computer Society, p. 352-353 2 p.

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

  24. Published

    KGSaw: One Size Does Not Fit All- Planning Methods for Data Fragmentation for Efficiently Creating Knowledge Graphs

    Iglesias, E. & Vidal, M. E., 21 May 2024, SAC '24: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing. p. 1668-1670 3 p.

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

  25. Published

    Tracing the Impact of Bias in Link Prediction

    Russo, M., Sawischa, S. F. & Vidal, M. E., 21 May 2024, SAC '24: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing. p. 1626-1633 8 p.

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

  26. Published

    Multi-Robot Motion and Task Planning in Automotive Production Using Controller-based Safe Reinforcement Learning

    Wete, E., Greenyer, J., Kudenko, D. & Nejdl, W., 6 May 2024, AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. Dastani, M. & Sichman, J. S. (eds.). p. 1928-1937 10 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

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

  27. Published

    Model-based analysis of cure-induced stresses for a short fiber-reinforced epoxy adhesive used in wind turbine rotor blades

    Holst, T., 10 Apr 2024, Hannover. 232 p.

    Research output: Thesis › Doctoral thesis

  28. Published

    Learning Action Embeddings for Off-Policy Evaluation

    Cief, M., Golebiowski, J., Schmidt, P., Abedjan, Z. & Bekasov, A., 20 Mar 2024, Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024. Goharian, N., Tonellotto, N., He, Y., Lipani, A., McDonald, G., Macdonald, C. & Ounis, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 108-122 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14608 LNCS).

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

  29. Published

    Exploring Data Mining in Chemistry Education: Building a Web-Based Learning Platform for Learning Analytics

    Roski, M., Ewerth, R., Hoppe, A. & Nehring, A., 12 Mar 2024, In: Journal of Chemical Education. 101, 3, p. 930-940 11 p.

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

  30. Published

    KG-EmpiRE: A Community-Maintainable Knowledge Graph of Empirical Research in Requirements Engineering

    Karras, O., Wernlein, F., Klünder, J. & Auer, S., 26 Feb 2024, Software Engineering 2024 - Proceedings. Rabiser, R., Wimmer, M., Groher, I., Wortmann, A. & Wiesmayr, B. (eds.). Gesellschaft fur Informatik (GI), p. 49-50 2 p. (Lecture Notes in Informatics (LNI); vol. P-343).

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

  31. Published

    Studying bias in visual features through the lens of optimal transport

    Fabbrizzi, S., Zhao, X., Krasanakis, E., Papadopoulos, S. & Ntoutsi, E., Jan 2024, In: Data Mining and Knowledge Discovery. 38, p. 281–312 32 p.

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

  32. Published

    Fairness-aware machine learning in educational data mining

    Le Quy, T., 2024, Hannover. 139 p.

    Research output: Thesis › Doctoral thesis

  33. Published

    Model-based analysis of cure-induced stresses for a short fiber-reinforced epoxy adhesive used in wind turbine rotor blades

    Holst, T., 2024, Stuttgart. 232 p.

    Research output: Book/Report › Monograph › Research › peer review

  34. Published

    Ontologies in engineering mathematics research

    Peters, J., Hoppe, A., Ewerth, R. & Hochmuth, R., 2024, INDRUM2024 Proceedings: Fifth conference of the International Network for Didactic Research in University Mathematics. González-Martín, A. S., Gueudet, G., Florensa, I. & Lombard, N. (eds.). Barcelona, p. 535-536

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

  35. Published

    TrustFed: Navigating Trade-offs Between Performance, Fairness, and Privacy in Federated Learning.

    Badar, M., Sikdar, S., Nejdl, W. & Fisichella, M., 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). p. 2370-2377 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

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

  36. 2023

  37. Published

    Perspectives and Potentials of Open Data for the Sports Sciences: The “What”, the “Why” and the “Wow”

    Krüger, M., Biniossek, C., Betz, D. & Stocker, M. A., Oct 2023, In: Zeitschrift für Sportpsychologie (online). 30, 4, p. 167-176 10 p.

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

  38. Published

    Multi-fair Capacitated Students-Topics Grouping Problem

    Quy, T. L., Friege, G. & Ntoutsi, E., 27 May 2023, Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Proceedings. Kashima, H., Ide, T. & Peng, W.-C. (eds.). p. 507–519 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13935 LNCS).

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

  39. E-pub ahead of print

    A Review of the Role of Causality in Developing Trustworthy AI Systems

    Ganguly, N., Fazlija, D., Badar, M., Fisichella, M., Sikdar, S., Schrader, J., Wallat, J., Rudra, K., Koubarakis, M., Patro, G. K., Zai El Amri, W. & Nejdl, W., 2023, (E-pub ahead of print) (ACM Computing Surveys).

    Research output: Working paper/Preprint › Preprint

  40. Published

    Data quality assurance in the research process using the example of tensile tests

    Mohnfeld, N., Muller, L., Wawer, M. L., Uhe, J., Koepler, O., Auer, S., Lachmeyer, R. & Mozgova, I., 2023, DS 125: Proceedings of the 34th Symposium Design for X (DFX2023). p. 143-152

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

  41. Published

    Divide and Conquer the EmpiRE: A Community-Maintainable Knowledge Graph of Empirical Research in Requirements Engineering

    Karras, O., Wernlein, F., Klunder, J. & Auer, S., 2023, 2023 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2023. IEEE Computer Society, (International Symposium on Empirical Software Engineering and Measurement).

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

  42. Published

    Enhancing Interpretability of Machine Learning Models over Knowledge Graphs

    Chudasama, Y., Purohit, D., Rohde, P. D. & Vidal, M. E., 2023, SEMPDS 2023: Posters and Demos at SEMANTiCS 2023. 5 p. (CEUR Workshop Proceedings; vol. 3526).

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

  43. Published

    How Learnweb Can Support Science Education Research on Climate Change in Social Media

    Upadhyaya, A., Pfeiffer, C., Astappiev, O., Marenzi, I., Lenzer, S., Nehring, A. & Fisichella, M., 2023, Methodologies and Intelligent Systems for Technology Enhanced Learning, 12th International Conference . Temperini, M., Scarano, V., Marenzi, I., Kravcik, M., Popescu, E., Lanzilotti, R., Gennari, R., De La Prieta, F., Di Mascio, T. & Vittorini, P. (eds.). Cham, p. 149-154 6 p. (Lecture Notes in Networks and Systems; vol. 580 LNNS).

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

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