Prof. Dr. Patrick Zschech

Assistant Professorship for Intelligent Information Systems

GAM(e) changer or not? An evaluation of interpretable machine learning models based on additive model constraints (2022) Zschech P, Weinzierl S, Hambauer N, Zilker S, Kraus M Conference contribution, Conference Contribution A Light in the Dark: Deep Learning Practices for Industrial Computer Vision (2022) Harl M, Herchenbach M, Kruschel S, Hambauer N, Zschech P, Kraus M Conference contribution, Conference Contribution Tweeting in IIoT Ecosystems – Empirical Insights from Social Media Analytics about IIoT Platforms (2021) Petrik D, Pantow K, Zschech P, Herzwurm G Conference contribution Mit Computer Vision zur automatisierten Qualitätssicherung in der industriellen Fertigung: Eine Fallstudie zur Klassifizierung von Fehlern in Solarzellen mittels Elektrolumineszenz-Bildern (2021) Zschech P, Sager C, Siebers P, Pertermann M Journal article labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object Detection in Point Clouds (2021) Sager C, Zschech P, Kühl N Conference contribution A Survey of Image Labelling for Computer Vision Applications (2021) Sager C, Janiesch C, Zschech P Journal article Machine Learning and Deep Learning (2021) Janiesch C, Zschech P, Heinrich K Journal article Deep Learning in der Landwirtschaft – Analyse eines Weinbergs (2021) Zschech P, Heinrich K, Möller B, Breithaupt L, Maresch J, Roth A Book chapter / Article in edited volumes Process Data Properties Matter: Introducing Gated Convolutional Neural Networks (GCNN) and Key-Value-Predict Attention Networks (KVP) for Next Event Prediction with Deep Learning (2021) Heinrich K, Zschech P, Janiesch C, Bonin M Journal article A Picture is Worth a Collaboration: Accumulating Design Knowledge for Computer-Vision-based Hybrid Intelligence Systems (2021) Zschech P, Walk J, Heinrich K, Vössing M, Kühl N Conference contribution