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  1. Data-Driven flood detection using neural networks

    Nogueira, K., Fadel, S. G., Dourado, I. C., De Werneck, R. O., Munoz, J. A., Penatti, O. A. B., Calumby, R. T., Li, L. T., Santos, J. A. D. & Torres, R. D. S., 2017, In: CEUR Workshop Proceedings. 1984, 3 p.

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

  2. 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

  3. Published

    Evaluating OWL 2 reasoners in the context of checking entity-relationship diagrams during software development

    Kropotin, A. A., 2014, In: CEUR Workshop Proceedings. 1207, p. 44-50 7 p.

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

  4. Published

    Feature Extraction and Aggregation for Predicting the Euro 2016

    Tavakol, M., Zafartavanaelmi, H. & Brefeld, U., 09.2016, In: CEUR Workshop Proceedings. 1842, 1842, 7 p.

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

  5. Published

    Graph Conditional Variational Models: Too Complex for Multiagent Trajectories?

    Rudolph, Y., Brefeld, U. & Dick, U., 2020, In: Proceedings of Machine Learning Research. 137, p. 136-147 12 p.

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

  6. Published

    Modeling Conditional Dependencies in Multiagent Trajectories

    Rudolph, Y. & Brefeld, U., 2022, In: Proceedings of Machine Learning Research. 151, p. 10518-10533 16 p.

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

  7. Published

    Nmap: A novel neighborhood preservation space-filling algorithm

    Duarte, F. S. L. G., Sikansi, F., Fatore, F. M., Fadel, S. G. & Paulovich, F. V., 31.12.2014, In: IEEE Transactions on Visualization and Computer Graphics. 20, 12, p. 2063-2071 9 p., 6876012.

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

  8. Sentiment, we-talk and engagement on social media: insights from Twitter data mining on the US presidential elections 2020

    Hagemann, L. & Abramova, O., 27.11.2023, In: Internet Research. 33, 6, p. 2058-2085 28 p.

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

  9. Support vector machines with example dependent costs

    Brefeld, U., Geibel, P. & Wysotzki, F., 01.01.2003, In: Lecture Notes in Computer Science. 2837, p. 23-34 12 p.

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

  10. Published

    Comparing two hybrid neural network models to predict real-world bus travel time

    Nimpanomprasert, T., Xie, L. & Kliewer, N., 01.01.2022, In: Transportation Research Procedia. 62, p. 393-400 8 p.

    Research output: Journal contributions › Conference article in journal › Research

  11. 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

  12. Eighth Workshop on Mining and Learning with Graphs

    Brefeld, U., Getoor, L. & Macskassy, S. A., 2010, In: ACM SIGKDD Explorations. 12, 2, p. 63-65 3 p.

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

  13. NFDI4DS Gateway and Portal

    Usbeck, R., Taffa, T. A., Veliz, R. A. G., Abdullah, R., Shams, N., Wentzel, B., Chen, Z. & Schimmler, S., 07.09.2023, In: Proceedings of the Conference on Research Data Infrastructure. 1, 4 p.

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

  14. Published

    Online Peer-to-Peer Lending: A Literature Review

    Bachmann, A., Becker, A., Bürckner, D., Hilker, M., Kock, F., Lehmann, M., Tiburtius, P. & Funk, B., 08.2011, In: Journal of Internet Banking and Commerce. 16, 2, p. 1-18 18 p.

    Research output: Journal contributions › Scientific review articles › Research

  15. Published

    Predictive modeling in e-mental health: A common language framework

    Becker, D., van Breda, W., Funk, B., Hoogendoorn, M., Ruwaard, J. & Riper, H., 01.06.2018, In: Internet Interventions. 12, Juni 2018, p. 57-67 11 p.

    Research output: Journal contributions › Scientific review articles › Research

  16. 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

  17. Published

    Review of transit data sources: Potentials, challenges and complementarity

    Ge, L., Sarhani, M., Voß, S. & Xie, L., 16.10.2021, In: Sustainability. 13, 20, 36 p., 11450.

    Research output: Journal contributions › Scientific review articles › Research

  18. Published

    Digital Business Transformation and the Changing Role of the IT Function: Special Issue Editorial

    Urbach, N., Drews, P. & Ross, J., 2017, In: MIS Quarterly Executive. 16, 2, p. ii-iv 3 p.

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

  19. 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

  20. Published

    Guest editorial: Special issue on sports analytics

    Brefeld, U. & Zimmermann, A., 01.11.2017, In: Data Mining and Knowledge Discovery. 31, 6, p. 1577-1579 3 p.

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

  21. Published

    Responsibility of/in Digital Transformation

    Zimmer, M. P., Järveläinen, J., Stahl, B. C. & Mueller, B., 01.12.2023, In: Journal of Responsible Technology. 16, 5 p., 100068.

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

  22. Published

    Game-supported Learning: Das Lernspiel C-TRAIN im Einsatz bei B.O.C.

    Heumann, B., Zierke, J. & Groß, M., 08.04.2019, In: HR Performance. Special, 2, p. 6-8 3 p.

    Research output: Journal contributions › Journal articles › Transfer

  23. Published

    Herausforderungen in der Wirtschaftsprüfung durch den Einsatz von Big Data-Technologien: Welche Impulse muss die Prüfungsforschung geben?

    Velte, P. & Drews, P., 26.10.2018, In: Der Betrieb. 71, 43, p. 2581-2585 5 p.

    Research output: Journal contributions › Journal articles › Transfer

  24. Published

    Learning Analytics: Neue Wege der Erfolgsmessung von (E-)Learning (Teil 1)

    Groß, M. & Retslag, T., 04.2015, In: HR Performance. 2, p. 84-86 3 p.

    Research output: Journal contributions › Journal articles › Transfer

  25. Published

    Systematisch zur (E-) Learning Excellence

    Groß, M., 06.2016, In: HR Performance. 6, p. 24-28 5 p.

    Research output: Journal contributions › Journal articles › Transfer

  26. Published

    Wirtschaftsinformatik in wirtschaftswissenschaftlichen Studiengängen an Fachhochschulen: Empfehlungen zur Integration der Wirtschaftsinformatik

    Bischoff, R., Blaß, H., Döringer, H., Gipper, H., Sturm, N. & Wirtz, K. W., 1990, In: Informatik-Spektrum. 13, 5, p. 289-292 4 p.

    Research output: Journal contributions › Journal articles › Transfer

  27. Published

    Managing Business Process in Distributed Systems: Requirements, Models, and Implementation

    Colomina, E., Funk, B., Niemeyer, P., Scheruhn, H-J. & Weidner, S., 2010, In: IBIMA Business Review. p. 1-9 9 p.

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

  28. Published

    Abbildung von Umweltwirkungen in betrieblichen Informationssystemen

    Funk, B. & Niemeyer, P., 01.08.2010, In: HMD Praxis der Wirtschaftsinformatik. 47, 274, p. 37-46 10 p.

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

  29. Published

    Action rate models for predicting actions in soccer

    Dick, U. & Brefeld, U., 02.03.2022, In: AStA Advances in Statistical Analysis. 107, 1-2, p. 29-49 21 p.

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

  30. Published

    Adaptive Item Selection Under Matroid Constraints

    Bengs, D., Brefeld, U. & Kröhne, U., 07.08.2018, In: Journal of Computerized Adaptive Testing. 6, 2, p. 15-36 22 p.

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

  31. 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

  32. 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

  33. Published

    Analyse von geschlossenen Immobilienfonds mit stochastischer Simulation

    Jacobs, J. & Weinrich, G., 2009, In: Die Betriebswirtschaft. 69, 3, p. 373-391 19 p.

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

  34. Analyse von Mikro-Blogging-Daten: Korrelation und Visualisierung von Twitter Hashtags

    Usbeck, R., 10.2015, In: Informatik-Spektrum. 38, 5, p. 400-405 6 p.

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

  35. Published

    Analysing clickstream data: Do paid and organic search affect each other?

    Bremer, V. & Funk, B., 04.04.2017, In: International Journal of Electronic Business. 13, 2/3, p. 205-215 11 p., 5.

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

  36. Published

    Analysis of semi-open queueing networks using lost customers approximation with an application to robotic mobile fulfilment systems

    Otten, S., Krenzler, R., Xie, L., Daduna, H. & Kruse, K., 06.2022, In: OR Spectrum. 44, 2, p. 603-648 46 p.

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

  37. Approximate tree kernels

    Rieck, K., Krueger, T., Brefeld, U. & Müller, K. R., 02.2010, In: Journal of Machine Learning Research. 11, p. 555-580 26 p.

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

  38. Published

    Auswirkungen der Digitalisierung auf die Geschäftsmodelle der Finanzindustrie

    Schmidt, J. & Drews, P., 2016, In: Banking and Information Technology. 17, 1, p. 9-18 10 p.

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

  39. 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

  40. Benchmarking question answering systems

    Usbeck, R., Röder, M., Hoffmann, M., Conrads, F., Huthmann, J., Ngonga-Ngomo, A. C., Demmler, C. & Unger, C., 2019, In: Semantic Web. 10, 2, p. 293-304 12 p.

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

  41. Collective response to the health crisis among German twitter users: A structural

    Abramova, O., Batzel, K. & Modesti, D., 11.2022, In: International Journal of Information Management Data Insights. 2, 2, 100126.

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

  42. Published

    Contextual movement models based on normalizing flows

    Fadel, S., Mair, S., da Silva Torres, R. & Brefeld, U., 03.2023, In: AStA Advances in Statistical Analysis. 107, 1-2, p. 51-72 22 p.

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

  43. Published

    Co-Shaping an Ecosystem for Responsible AI: Five Types of Expectation Work in Response to a Technological Frame

    Minkkinen, M., Zimmer, M. P. & Mäntymäki, M., 02.2023, In: Information Systems Frontiers. 25, 1, p. 103-121 19 p.

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

  44. Published

    Criticality and Values in Digital Transformation Research: Insights from a Workshop

    Zimmer, M. P., Vasilakopoulou, P., Grisot, M. & Niemimaa, M., 2023, In: Communications of the Association for Information Systems. 53, p. 964-983 20 p., 41.

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

  45. Cyclic and non-cyclic crew rostering problems in public bus transit

    Xie, L. & Suhl, L., 01.01.2015, In: OR Spectrum. 37, 1, p. 99-136 38 p.

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

  46. 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

  47. Published

    Deep Learning auf sequenziellen Daten als Grundlage unternehmerischer Entscheidungen: Schwerpunkt Analyse sequenzieller Daten

    Funk, B., Dr. Rettenmeier, M. & Lang, T., 10.2017, In: Wirtschaftsinformatik & Management. 9, 5, p. 16-25 10 p.

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

  48. DeFacto - Temporal and multilingual deep fact validation

    Gerber, D., Esteves, D., Lehmann, J., Bühmann, L., Usbeck, R., Ngonga Ngomo, A. C. & Speck, R., 01.12.2015, In: Journal of Web Semantics. 35, p. 85-101 17 p.

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

  49. Published

    Designing a Thrifty Approach for SME Business Continuity: Practices for Transparency of the Design Process

    Järveläinen, J., Niemimaa, M. & Zimmer, M. P., 01.01.2022, In: Journal of the Association for Information Systems. 23, 6, p. 1557-1602 46 p., 3.

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

  50. Published

    Digitale Kompetenzen im Wandel: Eine Neubewertung digitaler Kompetenzen in der IT-Funktion eines Automobilunternehmens

    Pieczurczyk, S. & Drews, P., 02.2024, In: HMD Praxis der Wirtschaftsinformatik. 61, 1, p. 78-99 22 p.

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

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