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Burkhardt Funk

Prof. Dr.

Burkhardt Funk

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Prof. Dr. Burkhardt Funk

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    1 - 20 out of 132Page size: 20
    1. 2025
    2. Published

      Construct relation extraction from scientific papers: Is it automatable yet?

      Funk, B. & Scharfenberger, J., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences. Bui, T. (ed.). Honolulu: University of Hawaiʻi at Mānoa, p. 4675-4684 10 p. (Hawaii International Conference on System Sciences (HICSS); vol. 2025).

      Research output: Contributions to collected editions/works › Published abstract in conference proceedings › Research › peer-review

    3. 2024
    4. Published

      Estimation of minimal data sets sizes for machine learning predictions in digital mental health interventions

      Zantvoort, K., Nacke, B., Görlich, D., Hornstein, S., Jacobi, C. & Funk, B., 12.2024, In: npj Digital Medicine. 7, 1, 10 p., 361.

      Research output: Journal contributions › Journal articles › Research › peer-review

    5. Published

      Identifying clinically relevant agranulocytosis in people registered on the UK clozapine Central Non-Rechallenge Database: retrospective cohort study

      Oloyede, E., Bachmann, C. J., Dzahini, O., Lopez Alcaraz, J. M., Singh, S. D., Vallianatu, K., Funk, B., Whiskey, E. & Taylor, D., 11.2024, In: The British Journal of Psychiatry. 225, 5, p. 484-491 8 p.

      Research output: Journal contributions › Journal articles › Research › peer-review

    6. Published

      A Universal Digital Stress Management Intervention for Employees: Randomized Controlled Trial with Health-Economic Evaluation

      Freund, J., Smit, F., Lehr, D., Zarski, A. C., Berking, M., Riper, H., Funk, B., Ebert, D. D. & Buntrock, C., 22.10.2024, In: Journal of Medical Internet Research. 26, 13 p., e48481.

      Research output: Journal contributions › Journal articles › Research › peer-review

    7. Published

      Use of Machine-Learning Algorithms Based on Text, Audio and Video Data in the Prediction of Anxiety and Post-Traumatic Stress in General and Clinical Populations: A Systematic Review

      Ciharova, M., Amarti, K., van Breda, W., Peng, X., Lorente-Català, R., Funk, B., Hoogendoorn, M., Koutsouleris, N., Fusar-Poli, P., Karyotaki, E., Cuijpers, P. & Riper, H., 01.10.2024, In: Biological Psychiatry. 96, 7, p. 519-531 13 p.

      Research output: Journal contributions › Scientific review articles › Research

    8. Published

      Digitale Kontaktnachverfolgung bei Infektionskrankheiten: Projektstudie ZIL-Kontakt

      Drews, P., Funk, B., Heger, J., Lehr, D., Zimmer, M. P. & Lemmer, K., 22.08.2024, Lüneburg: Leuphana Universität Lüneburg, 25 p.

      Research output: Working paper › Project reports › Transfer

    9. E-pub ahead of print

      Dataset size versus homogeneity: A machine learning study on pooling intervention data in e-mental health dropout predictions

      Zantvoort, K., Hentati Isacsson, N., Funk, B. & Kaldo, V., 15.05.2024, (E-pub ahead of print) In: Digital Health. 10, 10 p.

      Research output: Journal contributions › Journal articles › Research › peer-review

    10. 2023
    11. Published

      Finding the Best Match — a Case Study on the (Text‑) Feature and Model Choice in Digital Mental Health Interventions

      Zantvoort, K., Scharfenberger, J., Boß, L., Lehr, D. & Funk, B., 12.2023, In: Journal of Healthcare Informatics Research. 7, 4, p. 447-479 33 p., 00148.

      Research output: Journal contributions › Journal articles › Research › peer-review

    12. Published

      Automated Invoice Processing: Machine Learning-Based Information Extraction for Long Tail Suppliers

      Krieger, F., Drews, P. & Funk, B., 01.11.2023, In: Intelligent Systems with Applications. 20, 14 p., 200285.

      Research output: Journal contributions › Journal articles › Research › peer-review

    13. Published

      Understanding the first-offer conundrum: How buyer offers impact sale price and impasse risk in 26 million eBay negotiations

      Schweinsberg, M., Petrowsky, H. M., Funk, B. & Loschelder, D. D., 01.08.2023, In: Proceedings of the National Academy of Sciences (USA). 120, 32, e2218582120.

      Research output: Journal contributions › Journal articles › Research › peer-review

    14. Published

      Parsing Causal Models – An Instance Segmentation Approach

      Scharfenberger, J. & Funk, B., 08.06.2023, Intelligent Information Systems - CAiSE Forum 2023, Proceedings. Cabanillas, C. & Pérez, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 43-51 9 p. (Lecture Notes in Business Information Processing; vol. 477 LNBIP).

      Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

    15. Published

      Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms

      Hornstein, S., Zantvoort, K., Lueken, U., Funk, B. & Hilbert, K., 22.05.2023, In: Frontiers in Digital Health. 5, 14 p., 1170002.

      Research output: Journal contributions › Scientific review articles › Research

    16. Published

      Editorial: Quantitative modeling of psychopathology using passively collected data

      Jacobson, N. C., Funk, B. & Abdullah, S., 24.01.2023, In: Frontiers in Psychology. 13, 2 p., 1126971.

      Research output: Journal contributions › Other (editorial matter etc.) › Research

    17. Published

      Deal or no deal? How round vs precise percentage offers and price-ending mimicry affect impasse risk in over 25 million eBay negotiations

      Petrowsky, H. M., Schweinsberg, M., Seitz, L., Funk, B. & Loschelder, D. D., 01.01.2023, In: Journal of Economic Psychology. 94, 10 p., 102584.

      Research output: Journal contributions › Journal articles › Research › peer-review

    18. Published

      Digital guided self-help for eating disorders: thematic analysis of participant text messages to coaches

      Sadeh-Sharvit, S., Idan, O., Fowler, L. A., Fitzsimmons-Craft, E. E., Firebaugh, M.-L., Smith, A., Graham, A. K., Goelf , N. J., Flatt, R. E., Balantekinh, K. N., Monterubiod, G. E., Karam, A. M., Funk, B., Trockel, M. T., Wilfley, D. E. & Taylor, C. B., 2023, In: Eating Disorders, The Journal of Treatment & Prevention. 31, 2, p. 191-199 9 p.

      Research output: Journal contributions › Journal articles › Research › peer-review

    19. Published

      Extraction of information from invoices - challenges in the extraction pipeline

      Thiée, L. W., Krieger, F. & Funk, B., 2023, INFORMATIK 2023: Designing Futures: Zukünfte gestalten, 26. – 29. September 2023, Berlin. Klein, M., Krupka, D., Winter, C. & Wohlgemuth, V. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 1777-1792 16 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-337).

      Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

    20. 2022
    21. Published

      Watch out, pothole! Featuring Road Damage Detection in an End-to-end System for Autonomous Driving

      Kortmann, F., Faßmeyer, P., Funk, B. & Drews, P., 01.11.2022, In: Data and Knowledge Engineering. 142, 102091.

      Research output: Journal contributions › Journal articles › Research › peer-review

    22. 2021
    23. Published

      Effectiveness and Moderators of an Internet-Based Mobile-Supported Stress Management Intervention as a Universal Prevention Approach: Randomized Controlled Trial

      Ebert, D. D., Franke, M., Zarski, A.-C., Berking, M., Riper, H., Cuijpers, P., Funk, B. & Lehr, D., 22.12.2021, In: Journal of Medical Internet Research. 23, 12, 19 p., e22107.

      Research output: Journal contributions › Journal articles › Research › peer-review

    24. Published

      Parking space management through deep learning – an approach for automated, low-cost and scalable real-time detection of parking space occupancy

      Schulte, M. R., Thiée, L.-W., Scharfenberger, J. & Funk, B., 11.2021, Innovation Through Information Systems - Volume II: A Collection of Latest Research on Technology Issues. Ahlemann, F., Schütte, R. & Stieglitz, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 642-655 14 p. (Lecture Notes in Information Systems and Organisation; vol. 47).

      Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

    25. Published

      Towards a Camera-Based Road Damage Assessment and Detection for Autonomous Vehicles: Applying Scaled-YOLO and CVAE-WGAN

      Faßmeyer, P., Kortmann, F., Drews, P. & Funk, B., 01.09.2021, 2021 IEEE 94th Vehicular Technology Conference, VTC 2021-Fall - Proceedings: Proceedings, Virtual Conference, 27 - 30 September 2021. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 7 p. (IEEE Vehicular Technology Conference; vol. 94).

      Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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