Assistant Professorship for Intelligent Information Systems

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 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 Data Science and Analytics in Industrial Maintenance: Selection, Evaluation, and Application of Data-Driven Methods (2020) Zschech P Thesis Intelligent User Assistance for Automated Data Mining Method Selection (2020) Zschech P, Horn R, Hoeschele D, Janiesch C, Heinrich K Journal article Ein Vergleich aktueller Deep-Learning-Architekturen zur Prognose von Prozessverhalten (2020) Heinrich K, Zschech P, Janiesch C, Bonin M Conference contribution Review and Systematization of Solutions for 3D Object Detection (2020) Friederich J, Zschech P Conference contribution