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
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