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Burkhardt Funk

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Burkhardt Funk

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Prof. Dr. Burkhardt Funk

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    1 - 50 out of 132Page size: 50
    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

    26. Published

      Modeling the Quarter-Vehicle: Use of Passive Sensor Data for Road Condition Monitoring

      Kortmann, F., Horstkötter, J., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 15.07.2021, In: IEEE Sensors Journal. 21, 14, p. 15535-15543 9 p., 9281332.

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

    27. Published

      Quality and Adoption of COVID-19 Tracing Apps and Recommendations for Development: Systematic Interdisciplinary Review of European Apps

      Kahnbach, L., Lehr, D., Brandenburger, J., Mallwitz, T., Jent, S., Hannibal, S., Funk, B. & Janneck, M., 02.06.2021, In: Journal of Medical Internet Research. 23, 6, 18 p., e27989.

      Research output: Journal contributions › Scientific review articles › Research

    28. Published

      'SPREAD THE APP, NOT THE VIRUS’ – AN EXTENSIVE SEM-APPROACH TO UNDERSTAND PANDEMIC TRACING APP USAGE IN GERMANY

      Thiée, L.-W., Petrowsky, H. M., Frech, M.-L., Loschelder, D. D. & Funk, B., 11.05.2021, ECIS 2021 Proceedings: Human Values Crisis in a Digitizing World. A. F. I. S. (ed.). AIS eLibrary, 1655

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

    29. Published

      Evaluating a hybrid web-based training program for panic disorder and agoraphobia: Randomized controlled trial

      Ebenfeld, L., Lehr, D., Ebert, D. D., Stegemann, S. K., Riper, H., Funk, B. & Berking, M., 04.03.2021, In: Journal of Medical Internet Research. 23, 3, 14 p., e20829.

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

    30. Published

      Information Extraction from Invoices: A Graph Neural Network Approach for Datasets with High Layout Variety

      Krieger, F., Drews, P., Funk, B. & Wobbe, T., 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. 5-20 16 p. (Lecture Notes in Information Systems and Organisation; vol. 47).

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

    31. Published

      The Augmented Theorist - Toward Automated Knowledge Extraction from Conceptual Models

      Scharfenberger, J., Funk, B. & Mueller, B., 2021, ICIS 2021 Proceedings: Building sustainability and resilience with IS: A call for action. Association for Information Systems, 1975

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

    32. 2020
    33. Published

      Detecting Various Road Damage Types in Global Countries Utilizing Faster R-CNN

      Kortmann, F., Talits, K., Fassmeyer, P., Warnecke, A., Meier, N., Heger, J., Drews, P. & Funk, B., 10.12.2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020: Proceedings, Dec 10 - Dec 13, 2020 • Virtual Event. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 5563-5571 9 p. 9378245. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

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

    34. Published

      Applying Quarter-Vehicle Model Simulation for Road Elevation Measurements Utilizing the Vehicle Level Sensor

      Kortmann, F., Rodeheger, M., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 01.11.2020, 2020 IEEE 92nd Vehicular Technology Conference: Proceedings. Canada: IEEE - Institute of Electrical and Electronics Engineers Inc., 6 p. 9348664. (IEEE Vehicular Technology Conference).

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

    35. Published

      Developing a Process for the Analysis of User Journeys and the Prediction of Dropout in Digital Health Interventions: Machine Learning Approach

      Bremer, V., Chow, P., Funk, B., Thorndike, F. P. & Ritterband, L. M., 28.10.2020, In: Journal of Medical Internet Research. 22, 10, 20 p., e17738.

      Research output: Journal contributions › Conference article in journal › Research › peer-review

    36. Published

      Live Demonstration: Passive Sensor Setup for Road Condition Monitoring

      Kortmann, F., Horstkotter, J., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 25.10.2020, 2020 IEEE SENSORS Proceedings. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 1 p. 9278776. (IEEE Sensors Proceedings).

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

    37. Published

      Creating Value from in-Vehicle Data: Detecting Road Surfaces and Road Hazards

      Kortmann, F., Hsu, Y.-C., Warnecke, A., Meier, N., Heger, J., Funk, B. & Drews, P., 20.09.2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 6 p. 9294684. (2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020).

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

    38. Published

      Preliminary data on help‐seeking intentions and behaviors of individuals completing a widely available online screen for eating disorders in the United States

      Fitzsimmons-Craft, E. E., Balantekin, K. N., Graham, A. K., DePietro, B., Laing , O., Firebaugh, M.-L., Smolar, L., Park, D., Mysko, C., Funk, B., Taylor, C. B. & Wilfley, D. E., 01.09.2020, In: The International journal of eating disorders. 53, 9, p. 1556-1562 7 p.

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

    39. Published

      Analyzing User Journey Data In Digital Health: Predicting Dropout From A Digital CBT-I Intervention

      Bremer, V., Chow, P., Funk, B., Thorndike, F. & Ritterband, L., 27.05.2020, In: Sleep. 43, Supplement 1, p. A460 1 p., 1204.

      Research output: Journal contributions › Conference abstract in journal › Research › peer-review

    40. Published

      Using CNNs to Detect Graphical Representations of Structural Equation Models in IS Papers

      Genz, T. & Funk, B., 09.03.2020, Entwicklungen, Chancen und Herausforderungen der Digitalisierung: Proceedings der 15. Internationalen Tagung Wirtschaftsinformatik 2020. Gronau, N., Heine, M., Krasnova, H. & Pousttchi, K. (eds.). Berlin: GITO mbH Verlag, Vol. 1. p. 115-120 6 p. 8. (WI 2020; vol. 1).

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

    41. Published

      A mobile application for panic disorder and agoraphobia: Insights from a multi-methods feasibility study

      Ebenfeld, L., Kleine Stegemann, S., Lehr, D., Ebert, D. D., Funk, B., Riper, H. & Berking, M., 01.03.2020, In: Internet Interventions. 19, 10 p., 100296 .

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

    42. Published

      A Framework for Applying Natural Language Processing in Digital Health Interventions

      Funk, B., Sadeh-Sharvit, S., Fitzsimmons-Craft, E. E., Trockel, M. T., Monterubio, G. E., Goel , N. J., Balantekin, K. N., Eichen, D. M., Flatt, R. E., Firebaugh, M.-L., Jacobi, C., Graham, A. K., Hoogendoorn, M., Wilfley, D. E. & Taylor, C. B., 19.02.2020, In: Journal of Medical Internet Research. 22, 2, 13 p., e13855.

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

    43. Published

      Evaluation of a temporal causal model for predicting the mood of clients in an online therapy

      Becker, D., Bremer, V., Funk, B., Hoogendoorn, M., Rocha, A. & Riper, H., 11.02.2020, In: BMJ mental health. 23, 1, p. 27-33 7 p.

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

    44. Published

      Using Natural Language Processing Techniques to Tackle the Construct Identity Problem in Information Systems Research

      Ludwig, S., Funk, B. & Mueller, B., 07.01.2020, Proceedings of the 53rd Annual Hawaii International Conference on System Sciences, HICSS 2020: Knowing What We Know: Theory, Meta-analysis, and Review. Bui, T. X. (ed.). Honolulu: University of Hawaiʻi at Mānoa, p. 5675-5684 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2020-January).

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

    45. 2019
    46. Published

      Optimizing eating disorder treatment outcomes for individuals identified via screening: An idea worth researching

      Taylor, C. B., Graham, A. K., Fitzsimmons-Craft, E. E., Sadeh-Sharvit, S., Balantekin, K. N., Flatt, R. E., Goel , N. J., Monterubio, G. E., Topooco, N., Karam, A. M., Firebaugh, M.-L., Ruzek, J. I., Funk, B., Oldenburg, B., Wilfley, D. E. & Jacobi, C., 01.11.2019, In: The International journal of eating disorders. 52, 11, p. 1224-1228 5 p.

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

    47. Published

      Results of disseminating an online screen for eating disorders across the U.S. Reach, respondent characteristics, and unmet treatment need

      Fitzsimmons-Craft, E. E., Balantekin, K. N., Graham, A. K., Smolar, L., Park, D., Mysko, C., Funk, B., Taylor, C. B. & Wilfley, D. E., 06.2019, In: The International journal of eating disorders. 52, 6, p. 721-729 9 p.

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

    48. Published

      Economic Evaluation of an Internet-Based Stress Management Intervention Alongside a Randomized Controlled Trial

      Kählke, F., Buntrock, C., Smit, F., Berking, M., Lehr, D., Heber, E., Funk, B., Riper, H. & Ebert, D. D., 15.05.2019, In: JMIR Mental Health. 6, 5, 13 p., e10866.

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

    49. Published

      State-wide university implementation of an online platform for eating disorders screening and intervention.

      Fitzsimmons-Craft, E. E., Firebaugh, M.-L., Graham, A. K., Eichen M., D., Monterubio, G., Balantekin, K. N., Karam, A. M., Seal , A., Funk, B., Taylor, C. B. & Wilfley, D., 05.2019, In: Psychological Services. 16, 2, p. 239-249 11 p.

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

    50. Published

      Heterogeneity Matters: Predicting Self-Esteem in Online Interventions Based on Ecological Momentary Assessment Data

      Bremer, V., Funk, B. & Riper, H., 13.01.2019, In: Depression Research and Treatment. 2019, 9 p., 3481624.

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

    51. Published

      Datenkompetenzen in Kooperationen fördern

      Funk, B. & Wuppermann, M., 01.2019, In: DUZ Wissenschaft & Management. 2, 1, p. 26-29 4 p.

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

    52. Published

      A two-step approach for the prediction of mood levels based on diary data

      Bremer, V., Becker, D., Genz, T., Funk, B. & Lehr, D., 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings: European Conference, ECML PKDD 2018, Dublin, Ireland. Brefeld, U., Curry, E., Daly, E., MacNamee, B., Marascu, A., Pinelli, F., Berlingerio, M. & Hurley, N. (eds.). Cham: Springer International Publishing AG, p. 626-629 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

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

    53. Published

      DISKNET – A Platform for the Systematic Accumulation of Knowledge in IS Research

      Dann, D., Maedche, A., Teubner, T., Mueller, B., Meske, C. & Funk, B., 2019, ICIS 2019 Proceedings: IS research methods, theorizing and philosophy of science. Association for Information Systems, 9 p. Paper ID 2785. (40th International Conference on Information Systems, ICIS 2019).

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

    54. Published

      Topic Embeddings – A New Approach to Classify Very Short Documents Based on Predefined Topics

      Lommel, L., Riebeling, M., Funk, B. & Junginger, C., 2019, Human Practice. Digital Ecologies. Our Future: 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), Tagungsband . Ludwig, T. & Pipek, V. (eds.). Siegen: Universitätsverlag Siegen, p. 453-467 15 p.

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

    55. 2018
    56. Published

      Predicting Therapy Success and Costs for Personalized Treatment Recommendations Using Baseline Characteristics: Data-Driven Analysis

      Bremer, V., Becker, D., Kolovos, S., Funk, B., van Breda, W., Hoogendoorn, M. & Riper, H., 21.08.2018, In: Journal of Medical Internet Research. 20, 8, 11 p., e10275.

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

    57. Published

      Investigating Factors on R estorative Sleep Quality and its Relationship with Personal Work Performance - An Analysis of Diary Data

      Bremer, V., Funk, B. & Lehr, D., 24.07.2018, Cornell: PsyArXiv, 14 p.

      Research output: Working paper › Working papers

    58. Published

      Predicting Therapy Success For Treatment as Usual and Blended Treatment in the Domain of Depression

      van Breda, W. R. J., Bremer, V., Becker, D., Funk, B., Ruwaard, J. & Riper, H., 01.06.2018, In: Internet Interventions. 12, p. 100-104 5 p.

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

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