| 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 | Document Knowledge Graph to Enhance Question Answering with Retrieval Augmented Generation. | Simon Knollmeyer, Muhammad Uzair Akmal, Leonid Koval, Saara Asif, Selvine G. Mathias, Daniel Gromann |
| 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 |
| 2024 | IC3K | Benchmarking of Retrieval Augmented Generation: A Comprehensive Systematic Literature Review on Evaluation Dimensions, Evaluation Metrics and Datasets. | Simon Knollmeyer, Oguz Caymazer, Leonid Koval, Muhammad Uzair Akmal, Saara Asif, Selvine G. Mathias, Daniel Gromann |
| 2021 | ANT | Exploring Distance Based Approaches for Reducing Sensor Data in Defect Related Prognosis. | Selvine G. Mathias, Daniel Grossmann, Tapanta Bhanja |
| 2021 | ETFA | Architecture of a Model in the Middle approach for virtual commissioning and integration of production entities. | Ralph Klaus Mller, Daniel Gromann, Sebastian Schmied, Selvine G. Mathias |
| 2021 | ETFA | A concept towards the evolution and versioning of aggregated information models. | Sebastian Schmied, Daniel Gromann, Selvine G. Mathias, Ralph Klaus Mller |
| 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 | ACIIDS | Vertical Integration via Dynamic Aggregation of Information in OPC UA. | Sebastian Schmied, Daniel Gromann, Selvine G. Mathias, Suprateek Banerjee |
| 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 | ETFA | Validation of dynamic interoperability and virtual commissioning of production equipment in early development stages. | Ralph Klaus Mller, Daniel Gromann, Sebastian Schmied, Selvine G. Mathias |
| 2020 | ETFA | An approach for aggregation and historicization of production entities in the graph. | Sebastian Schmied, Daniel Gromann, Selvine G. Mathias, Ralph Klaus Mller |
| 2020 | ICTAI | Monitoring of Discrete Electrical Signals from Welding Processes using Data Mining and IIoT Approaches. | Selvine G. Mathias, Sebastian Schmied, Daniel Grossmann |