Research output per year
Research output per year
Research output
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Bridging Explainability and Accuracy in CLIP for Object Recognition via Joint Probability Over Rationales and Categories
Rasekh, A., Kazemi Ranjbar, S., Heidari Sorkhehdizaj, M., Gottschalk, S. & Nejdl, W., 27 Jan 2026, In: IEEE ACCESS. 14, p. 13193-13201 9 p.Research output: Contribution to journal › Article › Research › peer review
Open Access -
Cross-Modal Rationale Transfer for Explainable Humanitarian Classification on Social Media
Nguyen, T. H., Rudra, K. & Nejdl, W., 12 Apr 2026, WWW 2026 - Proceedings of the ACM Web Conference 2026. Association for Computing Machinery, Inc, p. 9452-9462 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Open Access -
TransLIME: Towards transfer explainability to explain black-box models on tabular datasets
Raza, R., Wang, G., Laga, H., Wong, K. W. & Nejdl, W., 25 Mar 2026, In: Information sciences. 730, 122891.Research output: Contribution to journal › Article › Research › peer review
Open Access -
A Systematic Evaluation of Single-Cell Foundation Models on Cell-Type Classification Task
Steiner, N., Li, Z., Vosoughi, O., Schrader, J., Roy, S., Nejdl, W. & Tang, M., 10 Mar 2025, WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 1112-1113 2 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction
Figueroa, A., Westerhoff, J., Atefi, G., Fast, D., Winter, B., Gers, F. A., Loser, A. & Nejdl, W., 25 Mar 2025, IEEE Neuro-Inspired Computational Elements, NICE 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Open Access
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NatLit: Natural language literature research in the metadata of the German National Library based on large language models
Gottschalk, S. (Principal Investigator) & Nejdl, W. (Co-Investigator)
1 May 2026 → 30 Apr 2028
Project: Research
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FEDCOV: Verbundprojekt: Vorhersage von Long-/Post-COVID mittels föderiertem KI-Lernansatz; Teilprojekt 3 Datenanalyse mit föderierten maschinellen Lernmodellen
Nejdl, W. (Principal Investigator)
1 Jan 2025 → 31 Dec 2026
Project: Research
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Verbundprojekt: DATIpilot - Community -ReGaP - Management; TP Coop: Koordination, Mehrwertbildung und Kooperation
Nejdl, W. (Principal Investigator) & Denkena, B. (Principal Investigator)
1 Jan 2025 → 31 Dec 2028
Project: Research
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MoToRes: Verbundprojekt: Mobilität und Tourismus für individuelle Nutzerbedürfnisse und regionale Spezifika; Teilvorhaben: Leibniz Universität Hannover
Nejdl, W. (Principal Investigator)
1 Jul 2024 → 28 Feb 2027
Project: Research
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ROMEO: RObot-MEdiated Object manipulation with haptic feedback
Navarro-Guerrero, N. (Principal Investigator) & Nejdl, W. (Principal Investigator)
1 Apr 2024 → 31 Mar 2027
Project: Research
Activities
- 1 Membership in a scientific society/academy of science
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National Academy of Science and Engineering (acatech) (External organisation)
Nejdl, W. (Member)
2000Activity: Membership › Membership in a scientific society/academy of science › Research