| 2025 | AIAI | Handling Anonymized Non-numerical Features in Data Using Transformations for Regression Models. | Selvine G. Mathias, Muhammad Uzair Akmal, Saara Asif, Simon Knollmeyer, Leonid Koval, Daniel Grossmann |
| 2025 | ICAART | Industrial Image Grouping Through Pre-Trained CNN Encoder-Based Feature Extraction and Sub-Clustering. | Selvine G. Mathias, Saara Asif, Muhammad Uzair Akmal, Simon Knollmeyer, Leonid Koval, Daniel Grossmann |
| 2025 | ICAART | Hybrid Transfer-Learning with Custom Centering (TLCC) Framework for Industrial Images Clustering. | Selvine G. Mathias, Saara Asif, Muhammad Uzair Akmal, Leonid Koval, Simon Knollmeyer, Daniel Grossmann |
| 2024 | AIMSA | Layered Data-Centric AI to Streamline Data Quality Practices for Enhanced Automation. | Muhammad Uzair Akmal, Saara Asif, Leonid Koval, Selvine G. Mathias, Simon Knollmeyer, Daniel Grossmann |
| 2024 | ETFA | Supervised Anomaly Detection for Production Line Images using Data Augmentation and Convolutional Neural Network. | Saara Asif, Muhammad Uzair Akmal, Leonid Koval, Simon Knollmeyer, Selvine G. Mathias, Daniel Grossmann |
| 2024 | ETFA | Addressing the Complexity of AI Integration in Manufacturing: A Morphological Analysis. | Leonid Koval, Muhammad Uzair Akmal, Saara Asif, Selvine G. Mathias, Simon Knollmeyer, Daniel Grossmann |
| 2023 | ETFA | Half&Half: Intra-Flow Load Balancing and High Availability for Edge Cloud-enabled Manufacturing. | Thomas Kampa, Daniel Grossmann |
| 2023 | INDIN | High Availability for virtualized Programmable Logic Controllers with Hard Real-Time Requirements on Cloud Infrastructures. | Thomas Kampa, Amer El-Ankah, Daniel Grossmann |
| 2021 | ANT | Exploring Distance Based Approaches for Reducing Sensor Data in Defect Related Prognosis. | Selvine G. Mathias, Daniel Grossmann, Tapanta Bhanja |
| 2021 | IECON | Investigations on Numerical Techniques for Detecting Variations in Acoustic Emissions. | Selvine G. Mathias, Mathew John Mancha, Daniel Grossmann, Bernd Kujat, Kay Schiebold |
| 2020 | ANT | An Investigation on Database Connections in OPC UA Applications. | Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann |
| 2020 | ETFA | A Compliance Testing Structure for Implementation of Industry Standards through OPC UA. | Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann, Ralph Klaus Mller, Bjrn Mro |
| 2020 | ICTAI | Monitoring of Discrete Electrical Signals from Welding Processes using Data Mining and IIoT Approaches. | Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann |
| 2019 | ETFA | A systematic top-down information modelling approach for workshop-type manufacturing systems. | Sebastian Schmied, Daniel Grossmann, Bastian Denk |
| 2017 | ETFA | Analysis of OPC unified architecture for healthcare applications. | Jorge Miranda, Jorge Cabral, Suprateek Banerjee, Daniel Grossmann, Christian Fischer Pedersen, Stefan Rahr Wagner |
| 2016 | ETFA | An Electronic Device Description Language based approach for communication with dbms and file system in an industrial automation scenario. | Suprateek Banerjee, Daniel Grossmann |
| 2014 | ETFA | OPC UA server aggregation - The foundation for an internet of portals. | Daniel Grossmann, Markus Bregulla, Suprateek Banerjee, Dirk Schulz, Roland Braun |