| Machine learning and deep learning C Janiesch, P Zschech, K Heinrich Electronic Markets 31 (3), 685-695, 2021 | 934 | 2021 |
| A survey of image labelling for computer vision applications C Sager, C Janiesch, P Zschech Journal of Business Analytics 4 (2), 91-110, 2021 | 46 | 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 K Heinrich, P Zschech, C Janiesch, M Bonin Decision Support Systems, 113494, 2021 | 37 | 2021 |
| How Much AI Do You Require? Decision Factors for Adopting AI Technology J Wanner, K Heinrich, C Janiesch, P Zschech 41st International Conference on Information Systems (ICIS), India, 2020 | 34 | 2020 |
| A Taxonomy of Recurring Data Analysis Problems in Maintenance Analytics P Zschech 26th European Conference on Information Systems (ECIS), Portsmouth, UK, 2018 | 34 | 2018 |
| White, Grey, Black: Effects of XAI Augmentation on the Confidence in AI-based Decision Support Systems J Wanner, LV Herm, K Heinrich, C Janiesch, P Zschech 41st International Conference on Information Systems (ICIS), India, 2020 | 31 | 2020 |
| Intelligent User Assistance for Automated Data Mining Method Selection P Zschech, R Horn, D Höschele, C Janiesch, K Heinrich Business & Information Systems Engineering 62 (3), 227–247, 2020 | 28 | 2020 |
| labelCloud: A Lightweight Labeling Tool for Domain-Agnostic 3D Object Detection in Point Clouds C Sager, P Zschech, N Kühl Computer-Aided Design and Applications 19 (6), 1191-1206, 2022 | 21* | 2022 |
| Prognostic Model Development with Missing Labels - A Condition-Based Maintenance Approach Using Machine Learning P Zschech, K Heinrich, R Bink, JS Neufeld Business & Information Systems Engineering 61 (3), 327–343, 2019 | 21 | 2019 |
| Das aufstrebende Berufsbild des Data Scientist C Schumann, P Zschech, A Hilbert HMD Praxis der Wirtschaftsinformatik 53 (4), 453-466, 2016 | 21 | 2016 |
| Everything Counts: A Taxonomy of Deep Learning Approaches for Object Counting K Heinrich, A Roth, P Zschech 27th European Conference on Information Systems (ECIS), Stockholm, Schweden, 2019 | 19 | 2019 |
| Data Science Skills and Enabling Enterprise Systems P Zschech, V Fleißner, N Baumgärtel, A Hilbert HMD Praxis der Wirtschaftsinformatik 55 (1), 163-181, 2018 | 18 | 2018 |
| Machine learning and deep learning J Christian, Z Patrick, H Kai Electronic Markets 31 (3), 685-95, 2021 | 17* | 2021 |
| Demystifying the Black Box: A Classification Scheme for Interpretation and Visualization of Deep Intelligent Systems K Heinrich, P Zschech, T Skouti, J Griebenow, S Riechert 25th Americas Conference on Information Systems (AMCIS), 2019 | 17 | 2019 |
| A picture is worth a collaboration: accumulating design knowledge for computer-vision-based hybrid intelligence systems P Zschech, J Walk, K Heinrich, M Vössing, N Kühl 29th European Conference on Information Systems (ECIS), AIS Virtual Conference, 2021 | 16 | 2021 |
| Towards a Taxonomic Benchmarking Framework for Predictive Maintenance: The Case of NASA’s Turbofan Degradation P Zschech, J Bernien, K Heinrich 40th International Conference on Information Systems (ICIS), Munich, Germany, 2019 | 14 | 2019 |
| Predictive Maintenance in der industriellen Praxis R Bink, P Zschech HMD Praxis der Wirtschaftsinformatik: Vol. 55, No. 3, 2018 | 14 | 2018 |
| Are You Up for the Challenge? Towards the Development of a Big Data Capability Assessment Model P Zschech, K Heinrich, M Pfitzner, A Hilbert 25th European Conference on Information Systems (ECIS), 2613-2624, 2017 | 14 | 2017 |
| Fool Me Once, Shame On You, Fool Me Twice, Shame on Me: A Taxonomy of Attack and Defense Patterns for AI Security K Heinrich, J Graf, J Chen, J Laurisch, P Zschech 28th European Conference on Information Systems (ECIS), Marrakesh, Morocco, 2020 | 13 | 2020 |
| Review and Systematization of Solutions for 3D Object Detection J Friederich, P Zschech 15. Internationale Tagung Wirtschaftsinformatik, 2020 | 12 | 2020 |
Kai HeinrichOtto-von-Guericke Universität MagdeburgVerified email at ovgu.de
