Patrick Zschech
Orcid: 0000-0002-1105-8086Affiliations:
- University of Erlangen-Nuremberg, Germany
According to our database1,
Patrick Zschech
authored at least 40 papers
between 2014 and 2024.
Collaborative distances:
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Bibliography
2024
Vis. Comput., March, 2024
CoRR, 2024
2023
Beyond descriptive taxonomies in data analytics: a systematic evaluation approach for data-driven method pipelines.
Inf. Syst. E Bus. Manag., March, 2023
Anomaly detection for industrial quality assurance: A comparative evaluation of unsupervised deep learning models.
Comput. Ind. Eng., March, 2023
Best of Both Worlds: Combining Predictive Power with Interpretable and Explainable Results for Patient Pathway Prediction.
Proceedings of the 31st European Conference on Information Systems, 2023
Survey and Systematization of Prescriptive Analytics Systems: Towards Archetypes from a Human-Machine-Collaboration Perspective.
Proceedings of the 31st European Conference on Information Systems, 2023
2022
Artificial Intelligence for Sustainability - A Systematic Review of Information Systems Literature.
Commun. Assoc. Inf. Syst., 2022
Proceedings of the WI for Grand Challenges, 2022
GAM(e) changer or not? An evaluation of interpretable machine learning models based on additive model constraints.
Proceedings of the 30th European Conference on Information Systems, 2022
Where was COVID-19 first discovered? Designing a question-answering system for pandemic situations.
Proceedings of the 30th European Conference on Information Systems, 2022
2021
Mit Computer Vision zur automatisierten Qualitätssicherung in der industriellen Fertigung: Eine Fallstudie zur Klassifizierung von Fehlern in Solarzellen mittels Elektrolumineszenz-Bildern.
HMD Prax. Wirtsch., 2021
Process data properties matter: Introducing gated convolutional neural networks (GCNN) and key-value-predict attention networks (KVP) for next event prediction with deep learning.
Decis. Support Syst., 2021
labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object Detection in Point Clouds.
CoRR, 2021
Tweeting in IIoT Ecosystems - Empirical Insights from Social Media Analytics about IIoT Platforms.
Proceedings of the Software Management 2021: Software Management in Zeiten digitalisierter und vernetzter Produkte, 2021
A Picture is Worth a Collaboration: Accumulating Design Knowledge for Computer-Vision-based Hybrid Intelligence Systems.
Proceedings of the 29th European Conference on Information Systems, 2021
2020
Bus. Inf. Syst. Eng., 2020
Ein Vergleich aktueller Deep-Learning-Architekturen zur Prognose von Prozessverhalten.
Proceedings of the Entwicklungen, 2020
Proceedings of the Entwicklungen, 2020
Proceedings of the 41st International Conference on Information Systems, 2020
White, Grey, Black: Effects of XAI Augmentation on the Confidence in AI-based Decision Support Systems.
Proceedings of the 41st International Conference on Information Systems, 2020
Fool me Once, shame on You, Fool me Twice, shame on me: a Taxonomy of Attack and de-Fense Patterns for AI Security.
Proceedings of the 28th European Conference on Information Systems, 2020
2019
Objekterkennung im Weinanbau - Eine Fallstudie zur Unterstützung von Winzertätigkeiten mithilfe von Deep Learning.
HMD Prax. Wirtsch., 2019
Prognostic Model Development with Missing Labels - A Condition-Based Maintenance Approach Using Machine Learning.
Bus. Inf. Syst. Eng., 2019
Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019
Towards a Taxonomic Benchmarking Framework for Predictive Maintenance: The Case of NASA's Turbofan Degradation.
Proceedings of the 40th International Conference on Information Systems, 2019
Proceedings of the 27th European Conference on Information Systems, 2019
Proceedings of the 25th Americas Conference on Information Systems, 2019
Demystifying the Black Box: A Classification Scheme for Interpretation and Visualization of Deep Intelligent Systems.
Proceedings of the 25th Americas Conference on Information Systems, 2019
2018
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018
Analyzing Influences on Pivotal ITO Contract Features: A Quantitative Multi-Study Design with Evidence from Western Europe.
Proceedings of the 24th Americas Conference on Information Systems, 2018
2017
Are You up for the Challenge? Towards the Development of a Big Data Capability Assessment Model.
Proceedings of the 25th European Conference on Information Systems, 2017
2016
2014
Existieren Wissensmanagement-Schulen? Eine Clusteranalyse von Wissensmanagement-Beiträgen aus den letzten 10 Jahren.
Proceedings of the Gemeinschaften in Neuen Medien (GeNeMe) 2014, Dresden, 2014