Browse by research area

  1. A Study on the Impact of Intradomain Finetuning of Deep Language Models for Legal Named Entity Recognition in Portuguese

    Bonifacio, L. H., Vilela, P. A., Lobato, G. R. & Fernandes, E. R., 2020, Intelligent Systems: 9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20–23, 2020, Proceedings, Part I. Cerri, R. & Prati, R. C. (eds.). Cham: Springer Nature Switzerland AG, p. 648-662 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12319 LNAI).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  2. Published

    Coresets for Archetypal Analysis

    Mair, S. & Brefeld, U., 2020, 32rd Conference on Neural Information Processing Systems (NeurIPS 2019): Vancouver, Canada, 8-14 December 2019. Wallach, H. & Larochelle, H. (eds.). Red Hook: Curran, Vol. 10. p. 7215-7223 9 p. (Advances in neural information processing systems; vol. 32).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  3. Published

    Digital Innovation Units: Exploring Types, Linking Mechanisms and Evolution Strategies in Bimodal IT Setups

    Raabe, J-P., Horlach, B., Drews, P. & Schirmer, I., 2020, Proceedings of WI 2020: Entwicklungen, Chancen und Herausforderungen der Digitalisierung. Gronau, N., Heine, M., Krasnova, H. & Pousttchi, K. (eds.). Berlin: GITO Verlag, Vol. 1. p. 844-858 15 p. 5. (Proceedings of WI 2020; vol. 1).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  4. Digital Workplace Transformation: The Importance of Deinstitutionalising the Taken for Granted

    Zimmer, M. P., Baiyere, A. & Salmela, H., 2020, 28th European Conference on Information Systems - ECIS 2020: Liberty, Equality, and Fraternity in a Digitizing World . Rowe, F. & El Amrani, R. (eds.). AIS eLibrary, 15 p. 112

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  5. Published

    ‘Forewarned is Forearmed’: Overcoming Multifaceted Challenges of Digital Innovation Units

    Raabe, J-P., Horlach, B., Schirmer, I. & Drews, P., 2020, 26th Americas Conference on Information Systems, AMCIS 2020: Strategic and competitive uses of IT. A. F. I. S. (ed.). Atlanta: AIS eLibrary, 10 p. (26th Americas Conference on Information Systems, AMCIS 2020).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  6. 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 contributionsConference article in journalResearchpeer-review

  7. Published

    Machine Learning and Data Mining for Sports Analytics: 7th International Workshop, MLSA 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings

    Brefeld, U. (ed.), Davis, J. (ed.), van Haaren, J. (ed.) & Zimmermann, A. (ed.), 2020, Cham: Springer International Publishing AG. 146 p. (Communications in Computer and Information Science; vol. 1324)

    Research output: Books and anthologiesConference proceedingsResearch

  8. Published

    Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I

    Brefeld, U. (ed.), Fromont, E. (ed.), Hotho, A. (ed.), Knobbe, A. (ed.), Maathuis, M. (ed.) & Robardet, C. (ed.), 2020, Cham: Springer Nature Switzerland AG. 766 p. (Lecture notes in computer science; vol. 11906)(Lecture Notes in Artificial Intelligence; vol. 11906)

    Research output: Books and anthologiesConference proceedingsResearch

  9. Published

    Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part II

    Brefeld, U. (ed.), Fromont, E. (ed.), Hotho, A. (ed.), Knobbe, A. (ed.), Maathuis, M. (ed.) & Robardet, C. (ed.), 2020, Cham: Springer Nature Switzerland AG. 732 p. (Lecture notes in computer science; vol. 11906)(Lecture Notes in Artificial Intelligence; vol. 11906)

    Research output: Books and anthologiesConference proceedingsResearch

  10. Published

    Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part III

    Brefeld, U. (ed.), Fromont, E. (ed.), Hotho, A. (ed.), Knobbe, A. (ed.), Maathuis, M. (ed.) & Robardet, C. (ed.), 2020, Cham: Springer Nature Switzerland AG. 804 p. (Lecture notes in computer science; vol. 11906)(Lecture Notes in Artificial Intelligence; vol. 11906)

    Research output: Books and anthologiesConference proceedingsResearch

  11. Published

    Performance analysis for loss systems with many subscribers and concurrent services

    Daduna, H. & Krenzler, R., 2020, Measurement, Modelling and Evaluation of Computing Systems : 20th International GI/ITG Conference, MMB 2020, Saarbrücken, Germany, March 16–18, 2020, Proceedings. Hermanns, H. (ed.). Cham: Springer, p. 118-135 18 p. (Lecture Notes in Computer Science ; vol. 12040 LNCS)(Programming and Software Engineering; vol. 12040).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  12. Published

    Reconceptualising Business-IT Alignment for Enabling Organisational Agility

    Horlach, B., Drews, P., Drechsler, A., Schirmer, I. & Böhmann, T., 2020, Proceedings of ECIS 2020: ECIS 2020 Research papers. A. F. I. S. (ed.). AIS eLibrary, 17 p. 95

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  13. Published

    Supporting the Development and Realization of Data-Driven Business Models with Enterprise Architecture Modeling and Management

    Rashed, F. & Drews, P., 2020, Business Information Systems - 23rd International Conference, BIS 2020, Proceedings: 23rd International Conference, BIS 2020, Colorado Springs, CO, USA, June 8–10, 2020, Proceedings. Abramowicz, W. & Klein, G. (eds.). Cham: Springer, p. 264-276 13 p. (Lecture Notes in Business Information Processing; vol. 389 LNBIP).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  14. Published

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

    Genz, T. & Funk, B., 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 Verlag, Vol. 1. p. 115-120 6 p. 8. (library.gito.de)(WI 2020; vol. 1).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  15. Published
  16. Published

    From simulation to real-world robotic mobile fulfillment systems

    Xie, L., Thieme, N. & Li, H., 12.2019, In: Logistics Research. 12, 1, 13 p., 9.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  17. Published

    Leveraging Architectural Thinking for Large-Scale E-Government Projects

    Burmeister, F., Drews, P. & Schirmer, I., 12.2019, ICIS 2019 Proceedings. Krcmar, H. & Fedorowicz, J. (eds.). Association for Information Systems, 17 p. 3126. (40th International Conference on Information Systems, ICIS 2019).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  18. 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 contributionsJournal articlesResearchpeer-review

  19. BERT for stock market sentiment analysis

    Sousa, M. G., Sakiyama, K., Rodrigues, L. D. S., Moraes, P. H., Fernandes, E. & Matsubara, E. T., 11.2019, IEEE 31st International Conference on Tools with Artificial Intelligence: ICTAI 2019 : proceedings : 4-6 November 2019, Portland, Oregon. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 1589-1593 5 p. ( International Conference on Tools with Artificial Intelligence, ICTAI).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  20. Published

    Enabling Road Condition Monitoring with an on-board Vehicle Sensor Setup

    Kortmann, F., Peitzmeier, H., Meier, N., Heger, J. & Drews, P., 10.2019, 2019 IEEE Sensors, SENSORS 2019 - Conference Proceedings: Conference proceedings. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 4 p. 8956699. (Proceedings of IEEE Sensors; vol. 2019-October).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  21. FaQuAD: Reading comprehension dataset in the domain of brazilian higher education

    Sayama, H. F., Araujo, A. V. & Fernandes, E. R., 10.2019, 2019 Brazilian Conference on Intelligent Systems: BRACIS 2019 : 15-18 October 2019, Salvador, Bahia, Brazil : proceedings. Piscataway: Institute of Electrical and Electronics Engineers Inc., p. 443-448 6 p. 8923668. (Proceedings - Brazilian Conference on Intelligent Systems; no. 8).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  22. Published

    Zur empirischen Beforschung des mBooks Belgien: Die Chancen eines Methodenmix

    Schreiber, W., Wagner, W., Trautwein, U. & Brefeld, U., 10.2019, Das Geschichtsschulbuch: Lehren – Lernen – Forschen . Kühberger, C., Bernhard, R. & Bramann, C. (eds.). Münster: Waxmann Verlag, p. 57-80 24 p. (Salzburger Beiträge zur Lehrer/innen/bildung; vol. 6).

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearchpeer-review

  23. Published

    Personalized Transaction Kernels for Recommendation Using MCTS

    Tavakol, M., Joppen, T., Brefeld, U. & Fürnkranz, J., 01.09.2019, KI 2019: Advances in Artificial Intelligence - 42nd German Conference on AI, Proceedings. Benzmüller, C. & Stuckenschmidt, H. (eds.). Wiesbaden: Springer, p. 338-352 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11793 LNAI).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  24. Improvising Digital Transformation: Strategy Unfolding in Acts of Organizational Improvisation

    Zimmer, M. P., 07.2019, Americas Conference on Information Systems - AMCIS 2019. Rodriguez-Abitia, G., Ferran, C., Santana, M. & Montealegre, R. (eds.). AIS eLibrary, 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  25. Published

    Mining Disease Courses across Organizations: A Methodology Based on Process Mining of Diagnosis Events Datasets

    de Toledo, P., Joppien, C., Paz Sesmero, M. & Drews, P., 07.2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. IEEE - Institute of Electrical and Electronics Engineers Inc., p. 354-357 4 p. 8857149. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  26. Published

    Influence of measurement errors on networks: Estimating the robustness of centrality measures

    Martin, C. & Niemeyer, P., 01.06.2019, In: Network Science. 7, 2, p. 180-195 16 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  27. 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 contributionsJournal articlesResearchpeer-review

  28. 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 contributionsJournal articlesTransfer

  29. Published

    Machine Learning and Data Mining for Sports Analytics: 5th International Workshop, MLSA 2018, colocated with ECML/PKDD 2018, Dublin, Ireland, September 10, 2018, Proceedings

    Brefeld, U. (ed.), Davis, J. (ed.), Van Haaren, J. (ed.) & Zimmermann, A. (ed.), 05.04.2019, Springer Nature AG. 179 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11330 LNAI)

    Research output: Books and anthologiesCollected editions and anthologiesResearch

  30. Published

    Learning to Rate Player Positioning in Soccer

    Dick, U. & Brefeld, U., 01.03.2019, In: Big Data. 7, 1, p. 71-82 12 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  31. Published

    The Impact of Digitalization on the IT Department

    Urbach, N., Ahlemann, F., Böhmann, T., Drews, P., Brenner, W., Schaudel, F. & Schütte, R., 12.02.2019, In: Business and Information Systems Engineering. 61, 1, p. 123-131 9 p.

    Research output: Journal contributionsComments / Debate / ReportsResearch

  32. Published

    Reformstudie Belgien: eine Effektstudie zur Einführung von kompetenzorientiertem Rahmenplan und mBook

    Schreiber, W., Trautwein, U., Wagner, W. & Brefeld, U., 01.02.2019, Geschichtsdidaktischer Zwischenhalt: Beiträge aus der Tagung "Kompetent machen für ein Leben in, mit und durch Geschichte" in Eichstätt vom November 2017. Schreiber, W., Ziegler, B. & Kühberger, C. (eds.). 1. ed. Münster: Waxmann Verlag, p. 161-174 14 p. 2

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearch

  33. Published

    Frame-based Optimal Design

    Mair, S., Rudolph, Y., Closius, V. & Brefeld, U., 23.01.2019, Machine learning and knowledge discovery in databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018 : proceedings. Berlingerio, M., Bonchi, F., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Cham: Springer Nature AG, Vol. 2. p. 447-463 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11052 LNAI).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  34. Published

    Probabilistic movement models and zones of control

    Brefeld, U., Lasek, J. & Mair, S., 15.01.2019, In: Machine Learning. 108, 1, p. 127-147 21 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  35. 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 contributionsJournal articlesResearchpeer-review

  36. Published

    Enhancing the Building Information Modeling Lifecycle of Complex Structures with IoT: Phases, Capabilities and Use Cases

    Gebken, L., Drews, P. & Schirmer, I., 08.01.2019, Proceedings of the 52nd Annual Hawaii International Conference on System Sciences, HICSS 2019. Bui, T. X. (ed.). Honolulu: University of Hawaiʻi at Mānoa, p. 5929-5938 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2019-January).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  37. Published

    Possibilities to improve online mental health treatment: Recommendations for future research and developments

    Becker, D., 01.01.2019, Advances in Information and Communication Networks: Proceedings of the 2018 Future of Information and Communication Conference FICC, Vol. 1. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer, p. 91-112 22 p. (Advances in Intelligent Systems and Computing; vol. 886).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  38. Published

    Simulated annealing approach to nurse rostering benchmark and real-world instances

    Knust, F. & Xie, L., 01.01.2019, In: Annals of Operations Research. 272, 1-2, p. 187-216 30 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  39. Published

    Agile Portfolio Management: Design Goals and Principles

    Horlach, B., Schirmer, I. & Drews, P., 2019, Proceedings of the 27th European Conference on Information Systems (ECIS) 2019. vom Brocke, J., Gregor, S. & Müller, O. (eds.). Stockholm, Sweden: Association for Information Systems, 17 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  40. Published

    An Ecosystem Architecture Meta-Model for Supporting Ultra-Large Scale Digital Transformations

    Burmeister, F., Drews, P. & Schirmer, I., 2019, 25th Americas Conference on Information Systems, AMCIS 2019: Cancún, Mexico, August 15-17, 2019. Atlanta: Association for Information Systems, 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  41. Published

    A Privacy-driven Enterprise Architecture Meta-Model for Supporting Compliance with the General Data Protection Regulation

    Burmeister, F., Drews, P. & Schirmer, I., 2019, Proceedings of the 52nd Annual Hawaii International Conference on System Sciences, HICSS 2019. Bui, T. X. (ed.). Honolulu: University of Hawaiʻi at Mānoa, p. 6052-6061 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2019-January).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  42. 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/worksArticle in conference proceedingsResearchpeer-review

  43. 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/worksPublished abstract in conference proceedingsResearchpeer-review

  44. Published

    Efficient Order Picking Methods in Robotic Mobile Fulfillment Systems

    Xie, L., Thieme, N., Krenzler, R. & Li, H., 2019, 31 p.

    Research output: Working paperWorking papers

  45. Published

    Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings - Part III

    Brefeld, U. (ed.), Curry, E. (ed.), Daly, E. (ed.), MacNamee, B. (ed.), Marascu, A. (ed.), Pinelli, F. (ed.), Berlingerio, M. (ed.) & Hurley, N. (ed.), 2019, Cham: Springer. 706 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11054 LNAI)

    Research output: Books and anthologiesCollected editions and anthologiesResearch

  46. Navigating in the Digital Jungle: Articulating Combinatory Affordances of Digital Infrastructures for Collaboration

    Zimmer, M. P. & Niemimaa, M., 2019, Pacific Asia Conference on Information Systems. AIS eLibrary

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  47. Simple Mouse Attribute Analysis

    Matthiesen, J. & Holte, M. B., 2019, HCI in Business, Government and Organizations. Information Systems and Analytics: 6th International Conference, HCIBGO 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26-31, 2019, Proceedings, Part II. Fui-Hoon Nah, F. & Siau, K. (eds.). Cham: Springer, Vol. 2. p. 95-113 19 p. (Lecture Notes in Computer Science; vol. 11589).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  48. 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/worksArticle in conference proceedingsResearchpeer-review

  49. 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 contributionsJournal articlesTransfer

  50. Published

    Deterministic Pod Repositioning in Robotic Mobile Fulfillment Systems

    Krenzler, R., Xie, L. & Li, H., 09.10.2018, 37 p. (ArXiv.org).

    Research output: Working paperWorking papers

  51. 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 contributionsJournal articlesResearchpeer-review

  52. Published

    Towards an Extended Enterprise Architecture Meta-Model for Big Data: A Literature-based Approach

    Burmeister, F., Drews, P. & Schirmer, I., 08.2018, Americas Conference on Information Systems 2018: Digital Disruption, AMCIS 2018. Association for Information Systems, 10 p. (Americas Conference on Information Systems 2018: Digital Disruption, AMCIS 2018).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  53. 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., 06.2018, In: Internet Interventions. 12, p. 100-104 5 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  54. Published

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

    Becker, D., van Breda, W., Funk, B., Hoogendoorn, M., Ruwaard, J. & Riper, H., 06.2018, In: Internet Interventions. 12, Juni 2018, p. 57-67 11 p.

    Research output: Journal contributionsScientific review articlesResearch

  55. Published

    Distributed robust Gaussian Process regression

    Mair, S. & Brefeld, U., 01.05.2018, In: Knowledge and Information Systems. 55, 2, p. 415-435 21 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  56. Published

    Multikonferenz Wirtschaftsinformatik 2018: Data driven X — Turning Data into Value

    Drews, P. (ed.), Funk, B. (ed.), Niemeyer, P. (ed.) & Xie, L. (ed.), 14.03.2018, Lüneburg: Institut für Wirtschaftsinformatik. 2094 p.

    Research output: Books and anthologiesConference proceedingsResearch

  57. Published

    Adaptive Item Selection Under Matroid Constraints

    Bengs, D., Brefeld, U. & Kröhne, U., 2018, In: Journal of Computerized Adaptive Testing. 6, 2, p. 15-36 17 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  58. Published

    Agile Portfolio Management Patterns: A Research Design

    Horlach, B., Schirmer, I., Böhmann, T. & Drews, P., 2018, XP '18: Proceedings of the 19th International Conference on Agile Software Development: Companion. New York: Association for Computing Machinery, Inc, 6 p. a9. (ACM International Conference Proceeding Series; vol. Part F147763).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  59. Published

    Charting the Emerging Business Ecosystem of Fintechs and Banks: Seven Types of Collaborative Business Models

    Schmidt, J., Drews, P. & Schirmer, I., 2018, Twenty-Sixth European Conference on Information Systems (ECIS2018), Portsmouth,UK, 2018. Portsmouth: University of Portsmouth, 15 p. 1592. (Research Papers; vol. 104).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  60. Published

    Charting the Emerging Financial Services Ecosystem of Fintechs and Banks: Six Types of Data-Driven Business Models in the Fintech Sector

    Schmidt, J., Drews, P. & Schirmer, I., 2018, Proceedings of the 51st Annual Hawaii International Conference on System Sciences, HICSS 2018. Bui, T. X. (ed.). University of Hawaiʻi at Mānoa, p. 5004-5013 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2018-January).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  61. Published

    Das smartphone als steuerungseinheit im smart home: Determinanten der nutzung am beispiel von smart-TVs

    Köster, A., Matt, C. & Hess, T., 2018, MKWI 2018 - Multikonferenz Wirtschaftsinformatik: Data driven X - Turning Data into Value. Drews, P., Funk, B., Niemeyer, P. & Xie, L. (eds.). Lüneburg: Leuphana Universität Lüneburg, Vol. 5. p. 1063-1064 2 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  62. Published

    Infinite Mixtures of Markov Chains

    Reubold, J., Boubekki, A., Strufe, T. & Brefeld, U., 2018, New Frontiers in Mining Complex Patterns: 6th International Workshop, NFMCP 2017 : held in conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017 : revised selected papers. Appice, A., Loglisci, C., Manco, G. & Masciari, E. (eds.). Cham: Springer, p. 167-181 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10785 LNAI).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  63. Published

    IT Governance in Scaling Agile Frameworks

    Horlach, B., Böhmann, T., Schirmer, I. & Drews, P., 2018, Tagungsband Multikonferenz Wirtschaftsinformatik 2018: Data driven X - Turning Data into Value. Drews, P., Funk, B., Niemeyer, P. & Xie, L. (eds.). Leuphana Universität Lüneburg, Vol. 5. p. 1789-1800 12 p. (MKWI 2018 - Multikonferenz Wirtschaftsinformatik; vol. 2018-March).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  64. Published

    Leveraging Big Data and Analytics for Auditing: Towards a Taxonomy

    Krieger, F. & Drews, P., 2018, Proceedings of ICIS 2018: Leveraging Big Data and Analytics for Audi. AIS eLibrary, 9 p. (International Conference on Information Systems 2018, ICIS 2018).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  65. Published

    Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data

    Hoogendoorn, M. & Funk, B., 2018, 1 ed. Cham: Springer International Publishing AG. 231 p. (Cognitive Systems Monograph; vol. 35)

    Research output: Books and anthologiesMonographsResearchpeer-review

  66. Published

    Multi-Agent Path Finding with Kinematic Constraints for Robotic Mobile Fulfillment Systems

    Merschformann, M., Xie, L. & Erdman, D., 2018, arXiv, 38 p. (ArXiv.org).

    Research output: Working paperWorking papers

  67. Published

    Steigerung der Sensibilität für nachhaltige Mobilität durch die mobile Reiseapplikation Guyde

    Sandau, A., Dietrich, B., Akyol, A. & Vom Berg, B. W., 2018, MKWI 2018 - Multikonferenz Wirtschaftsinformatik: Data driven X - Turning Data into Value. Drews, P., Funk, B., Niemeyer, P. & Xie, L. (eds.). Leuphana Universität Lüneburg, Vol. 5. p. 1137-1148 12 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  68. Published

    The impact of partially missing communities on the reliability of centrality measures

    Martin, C., 2018, Complex Networks & Their Applications VI: Proceedings of Complex Networks 2017 (The 6th International Conference on Complex Networks and Their Applications). Springer, Vol. 1. p. 41-52 12 p. (Studies in Computational Intelligence; vol. 689).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  69. Transgressive Use of Technology

    Klesel, M., Bretschneider, U., Lemmer, K. & Niehaves, B., 2018, ICIS 2017: Transforming Society with Digital Innovation. Association for Information Systems, 16 p. 5. (ICIS 2017: Transforming Society with Digital Innovation).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  70. Published

    Bimodal Enterprise Architecture Management: The emergence of a new EAM function for a BizDevOps-based fast IT

    Drews, P., Schirmer, I., Horlach, B. & Tekaat, C., 02.11.2017, Proceedings - 2017 IEEE 21st International Enterprise Distributed Object Computing Conference Workshops, EDOCW 2017: 10–13 October 2017 Quebec City, Quebec, Canada, Proceedings. Lapalme, J., Halle, S. & Dijkman, R. (eds.). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 57-64 8 p. (Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOCW; vol. 2017-October).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  71. 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 contributionsOther (editorial matter etc.)Research

  72. 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 contributionsJournal articlesResearchpeer-review

  73. Published

    Metaheuristics approach for solving personalized crew rostering problem in public bus transit

    Xie, L., Merschformann, M., Kliewer, N. & Suhl, L., 10.2017, In: Journal of Heuristics. 23, 5, p. 321-347 27 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  74. Published

    What’s Hot: Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data

    Hoogendoorn, M. & Funk, B., 28.09.2017

    Research output: other publicationsArticles in scientific forums or blogsResearchpeer-review

  75. Published

    Digitalization: Opportunity and Challenge for the Business and Information Systems Engineering Community

    Legner, C., Eymann, T., Hess, T., Matt, C., Böhmann, T., Drews, P., Mädche, A., Urbach, N. & Ahlemann, F., 01.08.2017, In: Business and Information Systems Engineering. 59, 4, p. 301-308 8 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  76. Published

    Frame-based Data Factorizations

    Mair, S., Boubekki, A. & Brefeld, U., 25.07.2017, 34th International Conference on Machine Learning, ICML 2017. Precup, D. & Teh, Y. W. (eds.). Red Hook: Curran, p. 2305-2313 9 p. (Proceedings of Machine Learning Research; vol. 70).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  77. Domain adaptation of POS taggers without handcrafted features

    Rodrigues, I. M., Fernandes, E. R. & dos Santos, C. N., 30.06.2017, IJCNN 2017: the International Joint Conference on Neural Networks. Piscataway: Institute of Electrical and Electronics Engineers Inc., p. 3331-3338 8 p. 7966274. (Proceedings of the International Joint Conference on Neural Networks; vol. 2017).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  78. How difficult is the adaptation of POS taggers?

    Rodrigues, I. M. & Fernandes, E. R., 28.06.2017, BRACIS 2017: 2017 Brazilian Conference on Intelligent Systems : Uberlândia, MG, Brazil, 2-5 October 2017 : proceedings. Piscataway: Institute of Electrical and Electronics Engineers Inc., p. 360-365 6 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  79. Published

    Predicting the Individual Mood Level based on Diary Data

    Bremer, V., Becker, D., Funk, B. & Lehr, D., 06.2017, Proceedings of the 25th European Conference on Information Systems, ECIS 2017. AIS eLibrary, p. 1161-1177 17 p. (Proceedings of the 25th European Conference on Information Systems, ECIS 2017).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  80. 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 contributionsJournal articlesResearchpeer-review

  81. Published
  82. Visualizing the Hidden Activity of Artificial Neural Networks

    Rauber, P. E., Fadel, S. G., Falcão, A. X. & Telea, A. C., 01.2017, In: IEEE Transactions on Visualization and Computer Graphics. 23, 1, p. 101-110 10 p., 7539329.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  83. 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 contributionsConference article in journalResearchpeer-review

  84. 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 contributionsOther (editorial matter etc.)Research

  85. Published

    Digitalization of the Banking Industry: A Multiple Stakeholder Analysis on Strategic Alignment

    Schmidt, J., Drews, P. & Schirmer, I., 2017, AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation. AIS eLibrary, Vol. 2017. 10 p. (AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation; vol. 2017-August).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  86. Published

    Increasing the Agility of IT Delivery: Five Types of Bimodal IT Organization

    Horlach, B., Drews, P., Schirmer, I. & Böhmann, T., 2017, Proceedings of the 50th Annual Hawaii International Conference on System Sciences, HICSS 2017. Bui, T. X. & Sprague, R. (eds.). University of Hawaiʻi at Mānoa, p. 5420-5429 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2017-January).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  87. Published

    Internet of Things-Specific Challenges for Enterprise Architectures: A Cross-Case Comparison of Explorative Projects from the smartPORT Initiative

    Drews, P., Schirmer, I., Tesse, J., Saxe, S. & Baldauf, U., 2017, AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation. Texas: AIS eLibrary, 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  88. Published

    Propagating Maximum Capacities for Recommendation

    Boubekki, A., Brefeld, U., Lucchesi, C. L. & Stille, W., 2017, KI 2017: Advances in Artificial Intelligence: 40th Annual German Conference on AI, Dortmund, Germany, September 25-29, 2017 : proceedings. Cham, Schweiz: Springer, p. 72-84 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10505 LNAI).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  89. Models for integrated production-inventory systems: steady state and cost analysis

    Otten, S., Krenzler, R. & Daduna, H., 17.10.2016, In: International Journal of Production Research. 54, 20, p. 6174-6191 18 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  90. 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 contributionsConference article in journalResearchpeer-review

  91. Published

    How to Predict Mood? Delving into Features of Smartphone-Based Data

    Becker, D., Bremer, V., Funk, B., Asselbergs, J., Riper, H. & Ruwaard, J., 08.2016, Proceedings of the AMCIS 2016. AIS eLibrary, 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  92. Published

    The Star Pattern: Representing Domain Concepts in a Uniform Way

    Slotos, T., 06.07.2016, Proceedings of the 21st European Conference on Pattern Languages of Programs, EuroPLoP 2016: Proceedings of the 21st European Conference on Pattern Languages of Programs. Association for Computing Machinery, Inc, 11 p. a8. (ACM International Conference Proceeding Series).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  93. Published

    How Big Does Big Data Need to Be?

    Stange, M. & Funk, B., 06.2016, Enterprise Big Data Engineering, Analytics, and Management. Atzmueller, M., Oussena, S. & Roth-Berghofer, T. (eds.). Hershey: Business Science Reference, p. 1-12 12 p.

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearchpeer-review

  94. Published

    Predicting online user behavior based on Real-Time Advertising Data

    Stange, M. & Funk, B., 06.2016, Proceedings of the Twenty-Fourth Conference on Information Systems (ECIS) 2016. AIS eLibrary, 14 p. (Research Papers; no. 152).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  95. Published

    Systematisch zur (E-) Learning Excellence

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

    Research output: Journal contributionsJournal articlesTransfer

  96. Published

    Mentoring in Massive Open Online Courses - Eine Nutzenanalyse auf Basis des IS-Success-Modells

    Drawert, K., Mager, M., Funk, B., Trötschel, R. & Pfeifer, C., 03.2016, Multikonferenz Wirtschaftsinformatik (MKWI) 2016: Technische Universität Ilmenau 09. - 11. März 2016 . Nissen, V., Stelzer, D., Straßburger, S. & Fischer, D. (eds.). Universitätsverlag Ilmenau - ilmedia, Vol. 3. p. 1511-1522 12 p. (Multikonferenz Wirtschaftsinformatik, MKWI 2016; vol. 3).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  97. Published

    Comparing the Sensitivity of Social Networks, Web Graphs, and Random Graphs with Respect to Vertex Removal

    Martin, C. & Niemeyer, P., 05.02.2016, 2015 11th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS). Yetongnon, K., Dipanda, A. & Chbeir, R. (eds.). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 460-467 8 p. 7400603. (Proceedings - 11th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2015).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  98. Published

    Modeling the Intention to Use Carbon Footprint Apps

    Sagawe, A., Funk, B. & Niemeyer, P., 05.02.2016, Information Technology in Environmental Engineering: Proceedings of the 7th International Conference on Information Technologies in Environmental Engineering (ITEE2015). Gómez, J. M. & Scholtz, B. (eds.). Springer, p. 139-150 12 p. (Springer Proceedings in Business and Economics).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  99. Published

    Spatio-Temporal Convolution Kernels

    Knauf, K., Memmert, D. & Brefeld, U., 01.02.2016, In: Machine Learning. 102, 2, p. 247-273 27 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  100. Published

    Occupational e-Mental Health: Current Approaches and Promising Perspectives for Promoting Mental Health in Workers

    Lehr, D., Geraedts, A., Persson Asplund, R., Khadjesari, Z., Heber, E., de Bloom, J., Ebert, D. D., Angerer, P. & Funk, B., 01.01.2016, Healthy at Work: Interdisciplinary Perspectives. Wiencke, M., Cacace, M. & Fischer, S. (eds.). 1 ed. Cham: Springer International Publishing AG, p. 257-281 25 p.

    Research output: Contributions to collected editions/worksChapterpeer-review