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Assistant Professorship for Intelligent Information Systems
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  1. Friedrich-Alexander-Universität
  2. School of Business, Economics and Society

Assistant Professorship for Intelligent Information Systems

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  • About us
    • Our Team
      • Prof. Dr. Patrick Zschech
      • Nico Hambauer
      • Nazar El Saifi
      • Christopher Wissuchek
      • Alumni
        • Juliane Ort
        • Julian Rosenberger
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  • Research
    • Interpretable Machine Learning
    • Industrial Data Science
    • Deep Vision Systems
    • Process Analytics
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  • Teaching
    • Bachelor
      • Business Analytics: Technologien, Methoden und Konzepte
    • Master
      • Development of Deep Vision Systems
      • Natural Language Processing for Business Analytics
      • Business Analytics: Case Studies (Winter Term)
      • Business Analytics: Case Studies (Summer Term)
      • Business Analytics: Research Seminar (Winter Term)
      • Business Analytics: Research Seminar (Summer Term)
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  1. Home
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  4. Conference Articles

Conference Articles

In page navigation: Research
  • Interpretable Machine Learning
  • Industrial Data Science
  • Deep Vision Systems
  • Process Analytics
  • AI Adoption and Use
  • Data Science Qualification
  • Other Research
  • Publications
    • Journal Articles
    • Conference Articles
    • Book Chapters
    • Thesis
    • Others
  • Talks

Conference Articles

2022

  • Graf J., Lancho G., Zschech P., Heinrich K.:
    Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations
    European Conference on Information Systems (Timisoara, 18. June 2022 - 24. June 2022)
    In: Proceedings of the 30th European Conference on Information Systems 2022
    URL: https://aisel.aisnet.org/ecis2022_rp/104/
  • Harl M., Herchenbach M., Kruschel S., Hambauer N., Zschech P., Kraus M.:
    A Light in the Dark: Deep Learning Practices for Industrial Computer Vision
    In: Proceedings of the 17th International Conference on Wirtschaftsinformatik (WI) 2022
    Open Access: https://aisel.aisnet.org/wi2022/student_track/student_track/33/
    URL: https://aisel.aisnet.org/wi2022/student_track/student_track/33/
  • Zschech P., Weinzierl S., Hambauer N., Zilker S., Kraus M.:
    GAM(e) changer or not? An evaluation of interpretable machine learning models based on additive model constraints
    European Conference on Information Systems (Timisoara, 5. July 2022 - 9. July 2022)
    In: Proceedings of the 30th European Conference on Information Systems 2022

2021

  • Petrik D., Pantow K., Zschech P., Herzwurm G.:
    Tweeting in IIoT Ecosystems – Empirical Insights from Social Media Analytics about IIoT Platforms
    16th International Conference on Wirtschaftsinformatik (WI) (Duisburg-Essen, 9. March 2021 - 11. March 2021)
    In: Ahlemann F., Schütte R., Stieglitz S. (ed.): Proceedings of the 16th International Conference on Wirtschaftsinformatik (WI) 2021
    DOI: 10.1007/978-3-030-86800-0_32
    URL: https://aisel.aisnet.org/wi2021/GFuture18/Track18/3/
  • Sager C., Zschech P., Kühl N.:
    labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object Detection in Point Clouds
    International CAD Conference (Barcelona, 5. July 2021 - 7. July 2021)
    In: Proceedings of CAD’21 2021
    DOI: 10.14733/cadconfP.2021.319-323
  • Zschech P., Walk J., Heinrich K., Vössing M., Kühl N.:
    A Picture is Worth a Collaboration: Accumulating Design Knowledge for Computer-Vision-based Hybrid Intelligence Systems
    29th European Conference on Information Systems (ECIS) (Virtual Conference, 14. June 2021 - 16. June 2021)
    In: Proceedings of the 29th European Conference on Information Systems (ECIS) 2021
    URL: https://aisel.aisnet.org/ecis2021_rp/127/

2020

  • Friederich J., Zschech P.:
    Review and Systematization of Solutions for 3D Object Detection
    15th International Conference on Wirtschaftsinformatik (WI) (Potsdam, 8. March 2020 - 11. March 2020)
    In: Gronau N, Heine M, Krasnova H, Pousttchi K (ed.): Proceedings of the 15th International Conference on Wirtschaftsinformatik, Berlin: 2020
    DOI: 10.30844/wi_2020_r2-friedrich
    URL: https://library.gito.de/oa_wi2020-r2.html
  • Heinrich K., Graf J., Chen J., Laurisch J., Zschech P.:
    Fool Me Once, Shame On You, Fool Me Twice, Shame On Me: A Taxonomy of Attack and Defense Patterns for AI Security
    28th European Conference on Information Systems (ECIS) (Virtual Conference, 15. June 2020 - 17. June 2020)
    In: Association for Information Systems (ed.): Proceedings of the 28th European Conference on Information Systems 2020
    URL: https://aisel.aisnet.org/ecis2020_rp/166/
  • Heinrich K., Zschech P., Janiesch C., Bonin M.:
    Ein Vergleich aktueller Deep-Learning-Architekturen zur Prognose von Prozessverhalten
    15th International Conference on Wirtschaftsinformatik (WI) (Potsdam, 8. March 2020 - 11. March 2020)
    In: Gronau N, Heine M, Krasnova H, Pousttchi K (ed.): Proceedings of the 15th International Conference on Wirtschaftsinformatik, Berlin: 2020
    DOI: 10.30844/wi_2020_i1-heinrich
    URL: https://library.gito.de/oa_wi2020-i1.html
  • Wanner J., Heinrich K., Janiesch C., Zschech P.:
    How Much AI Do You Require? Decision Factors for Adopting AI Technology
    41st International Conference on Information Systems (ICIS) (Virtual Conference, 13. December 2020 - 16. December 2020)
    In: Association for Information Systems (ed.): Proceedings of the 41st International Conference on Information Systems 2020
    URL: https://aisel.aisnet.org/icis2020/implement_adopt/implement_adopt/10/
  • Wanner J., Herm LV., Heinrich K., Janiesch C., Zschech P.:
    White, Grey, Black: Effects of XAI Augmentation on the Confidence in AI-based Decision Support Systems
    40th International Conference on Information Systems (ICIS) (Virtual Conference, 13. December 2020 - 16. December 2020)
    In: Association for Information Systems (ed.): Proceedings of the 40th International Conference on Information Systems 2020
    URL: https://aisel.aisnet.org/icis2020/hci_artintel/hci_artintel/14/

2019

  • Heinrich K., Möller B., Janiesch C., Zschech P.:
    Is Bigger Always Better? Lessons Learnt from the Evolution of Deep Learning Architectures for Image Classification
    Pre-ICIS SIGDSA Symposium (Munich, 14. December 2019 - 15. December 2019)
    In: Proceedings of the Pre-ICIS SIGDSA Symposium 2019
    URL: https://aisel.aisnet.org/sigdsa2019/20/
  • Heinrich K., Roth A., Zschech P.:
    Everything Counts: A Taxonomy of Deep Learning Approaches for Object Counting
    27th European Conference on Information Systems (ECIS) (Stockholm & Uppsala, 8. June 2019 - 14. June 2019)
    In: Proceedings of the 27th European Conference on Information Systems 2019
    URL: https://aisel.aisnet.org/ecis2019_rp/63/
  • Heinrich K., Zschech P., Skouti T., Griebenow J., Riechert S.:
    Demystifying the Black Box: A Classification Scheme for Interpretation and Visualization of Deep Intelligent Systems
    25th Americas Conference on Information Systems (AMCIS) (Cancún, 15. August 2019 - 17. August 2019)
    In: Proceedings of the 25th Americas Conference on Information Systems 2019
    URL: https://aisel.aisnet.org/amcis2019/ai_semantic_for_intelligent_info_systems/ai_semantic_for_intelligent_info_systems/8/
  • Horn R., Zschech P.:
    Application of Process Mining Techniques to Support Maintenance-Related Objectives
    14th International Conference on Wirtschaftsinformatik (WI) (Siegen, 23. February 2019 - 27. February 2019)
    In: Ludwig T, Pipek V (ed.): Proceedings of the 14th International Conference on Wirtschaftsinformatik, Siegen: 2019
    DOI: 10.25819/ubsi/1016
    URL: https://aisel.aisnet.org/wi2019/specialtrack01/papers/6/
  • Zschech P., Bernien J., Heinrich K.:
    Towards a Taxonomic Benchmarking Framework for Predictive Maintenance: The Case of NASA’s Turbofan Degradation
    40th International Conference on Information Systems (ICIS) (München, 15. December 2019 - 18. December 2019)
    In: Proceedings of the 40th International Conference on Information Systems 2019
    URL: https://aisel.aisnet.org/icis2019/data_science/data_science/4/
  • Zschech P., Heinrich K., Horn R., Hoeschele D.:
    Towards a Text-based Recommender System for Data Mining Method Selection
    25th Americas Conference on Information Systems (AMCIS) (Cancún, 15. August 2019 - 17. August 2019)
    In: Proceedings of the 25th Americas Conference on Information Systems 2019
    URL: https://aisel.aisnet.org/amcis2019/ai_semantic_for_intelligent_info_systems/ai_semantic_for_intelligent_info_systems/4/

2018

  • Könning M., Heinrich K., Zschech P., Leyh C.:
    Analyzing Influences on Pivotal ITO Contract Features: A Quantitative Multi-Study Design with Evidence from Western Europe
    24th Americas Conference on Information Systems (AMCIS) (New Orleans, 16. August 2018 - 18. August 2018)
    In: Proceedings of the 24th Americas Conference on Information Systems 2018
    URL: https://aisel.aisnet.org/amcis2018/OrgTrasfm/Presentations/17/
  • Stefani K., Zschech P.:
    Constituent Elements for Prescriptive Analytics Systems
    26th European Conference on Information Systems (ECIS) (Portsmouth, 23. June 2018 - 28. June 2018)
    In: Proceedings of the 26th European Conference on Information Systems 2018
    URL: https://aisel.aisnet.org/ecis2018_rp/39/
  • Zschech P.:
    A Taxonomy of Recurring Data Analysis Problems in Maintenance Analytics
    26th European Conference on Information Systems (ECIS) (Portsmouth, 23. June 2018 - 28. June 2018)
    In: Proceedings of the 26th European Conference on Information Systems 2018
    URL: https://aisel.aisnet.org/ecis2018_rp/197/

2017

  • Zschech P., Heinrich K., Pfitzner M., Hilbert A.:
    Are You Up for the Challenge? Towards the Development of a Big Data Capability Assessment Model
    25th European Conference on Information Systems (ECIS) (Guimarães, 5. June 2017 - 10. June 2017)
    In: Proceedings of the 25th European Conference on Information Systems 2017
    URL: https://aisel.aisnet.org/ecis2017_rip/14/

2014

  • Kruse P., Kummer C., Zschech P.:
    Existieren Wissensmanagement-Schulen? Eine Clusteranalyse von Wissensmanagement-Beiträgen aus den letzten 10 Jahren
    17. Workshop Gemeinschaften in Neuen Medien: Virtual Enterprises, Research Communities and Social Media Networks - Online Communities: Technologies and Analyses for Networks in Industry, Research and Education, (GeNeMe) (Dresden, 1. October 2014 - 2. October 2014)
    Open Access: https://nbn-resolving.org/urn:nbn:de:bsz:14-qucosa-154012
    URL: https://nbn-resolving.org/urn:nbn:de:bsz:14-qucosa-154012
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Assistant Professorship for Intelligent Information Systems

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