| 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 |
| 2023 | ETFA | Ontology based knowledge graph for information and knowledge management in factory planning. | Simon Knollmeyer, Bjrn Mro, Ralph Klaus Mller, Daniel Gromann |