| 2025 | EDUCON | Engaging Students in Scientific Writing: The STRaWBERRY Checklist Framework with LLM-based Paper Draft Assessment. | Andreas Theissler, Marco Klaiber, Felix Gerschner, Philip Ritzer, Jie Wang |
| 2025 | ETFA | Optimizing Aircraft Assembly: A Machine Learning Approach for Screw Fastener Outcome Prediction. | Tobias Gentner, Moritz Knoell, Tim Konle, Jannic Adam, Marco Klaiber, Andreas Theissler, Hermann Baumgartl |
| 2025 | IROS | Differential Six-Axis Force and Torque Measurement in a Prototype Robotic Surgical Instrument. | Daniel Neykov, Timo Markert, Niklas Hellinger, Andreas Theissler, Martin Atzmueller, Sebastian Matich |
| 2025 | KES | Sky is the Limit: Exploring Solar Photovoltaic Nowcasting with Sky Images, Transfer Learning, and Data Augmentation. | Tobias Gentner, Moritz Knoell, Jannic Adam, Andreas Theissler, Marco Klaiber |
| 2025 | KES | Visual Apps in Data Science Education: Lowering the Threshold for Undergraduate Students. | Peter Oliver Ruhland, Timo Gerstenhauer, Christian Koot, Andreas Theissler |
| 2025 | KES | Dynamic Descriptive Analytics in Football: A Case Study with Retrieval-Augmented Generation for Structured Data. | Ioannis Tzikas, Samuel Didovic, Felix Gerschner, Manfred Rssle, Andreas Theissler, Marco Klaiber |
| 2024 | COMPSAC | Enhancing Website Fraud Detection: A ChatGPT-Based Approach to Phishing Detection. | Michael Schesny, Nico Lutz, Thomas Jgle, Felix Gerschner, Marco Klaiber, Andreas Theissler |
| 2024 | COMPSAC | Open-Source Text-to-Image Models: Evaluation using Metrics and Human Perception. | Aylin Yamac, Dilan Genc, Esra Zaman, Felix Gerschner, Marco Klaiber, Andreas Theissler |
| 2024 | EDUCON | Leveraging GenAI for an Intelligent Tutoring System for R: A Quantitative Evaluation of Large Language Models. | Lukas Frank, Fabian Herth, Paul Stuwe, Marco Klaiber, Felix Gerschner, Andreas Theissler |
| 2024 | RO-MAN | Force-based Haptic Input Device and Online Motion Generator: Investigating Learning Curves in Robotic Telemanipulation. | Timo Markert, Sebastian Matich, Daniel Neykov, Jonas Pfannes, Andreas Theissler, Martin Atzmueller |
| 2023 | ICMLA | Robotic Peg-in-Hole Insertion with Tight Clearances: A Force-based Deep Q-Learning Approach. | Timo Markert, Elias Hoerner, Sebastian Matich, Andreas Theissler, Martin Atzmueller |
| 2023 | ICMLA | From Pixels to Palate: Deep Learning-Based Image Aesthetics Assessment for Food and Beverages. | Jessica Weiler, Andreas Theissler, Uwe Messer |
| 2023 | INDIN | Domain Transfer for Surface Defect Detection using Few-Shot Learning on Scarce Data. | Felix Gerschner, Jonas Paul, Lukas Schmid, Nico Barthel, Victor Gouromichos, Florian Schmid, Martin Atzmueller, Andreas Theissler |
| 2023 | IDA | ROCKAD: Transferring ROCKET to Whole Time Series Anomaly Detection. | Andreas Theissler, Manuel Wengert, Felix Gerschner |
| 2023 | KES | Data Lakes in Healthcare: Applications and Benefits from the Perspective of Data Sources and Players. | Tobias Gentner, Timon Neitzel, Jacob Schulze, Felix Gerschner, Andreas Theissler |
| 2023 | KES | The 10 most popular Concept Drift Algorithms: An overview and optimization potentials. | Marco Klaiber, Manfred Rssle, Andreas Theissler |
| 2023 | KES | Blockchain for Supply Chain Management: A Literature Review and Open Challenges. | Kai Wannenwetsch, Isabel Ostermann, Rene Priel, Felix Gerschner, Andreas Theissler |
| 2023 | KES | From Data to Wisdom: A Review of Applications and Data Value in the context of Small Data. | Jonas Werner, Philipp Beisswanger, Christoph Schrger, Marco Klaiber, Andreas Theissler |
| 2022 | EDUCON | State-of-the-art on writing a literature review: An overview of types and components. | Alena Renner, Jenny Mller, Andreas Theissler |
| 2022 | EDUCON | EduML: An explorative approach for students and lecturers in machine learning courses. | Andreas Theissler, Philip Ritzer |
| 2022 | ETFA | Visual Detection of Tiny and Transparent Objects for Autonomous Robotic Pick-and-Place Operations. | Timo Markert, Sebastian Matich, Daniel Neykov, Markus Muenig, Andreas Theissler, Martin Atzmueller |
| 2022 | IROS | Comparing Human Haptic Perception and Robotic Force/Torque Sensing in a Simulated Surgical Palpation Task. | Timo Markert, Sebastian Matich, Elias Hoerner, Jonas Pfannes, Andreas Theissler, Martin Atzmueller |
| 2021 | BMVC | SPARROW: Semantically Coherent Prototypes for Image Classification. | Stefan Kraft, Klaus Broelemann, Andreas Theissler, Gjergji Kasneci |
| 2021 | ETFA | Fingertip 6-Axis Force/Torque Sensing for Texture Recognition in Robotic Manipulation. | Timo Markert, Sebastian Matich, Elias Hoerner, Andreas Theissler, Martin Atzmueller |
| 2021 | ETFA | Interpretable Machine Learning: A brief survey from the predictive maintenance perspective. | Simon Vollert, Martin Atzmueller, Andreas Theissler |
| 2021 | ETFA | Challenges of machine learning-based RUL prognosis: A review on NASA's C-MAPSS data set. | Simon Vollert, Andreas Theissler |
| 2020 | KES | Evaluation of Machine Learning for Sensorless Detection and Classification of Faults in Electromechanical Drive Systems. | Tobias Grner, Falco Bllhoff, Robert Meisetschlger, Alexander Vydrenko, Martyna Bator, Alexander Dicks, Andreas Theissler |
| 2020 | VINCI | Cluster-clean-label: an interactive machine learning approach for labeling high-dimensional data. | David Beil, Andreas Theissler |
| 2020 | VINCI | XplainableClusterExplorer: a novel approach for interactive feature selection for clustering. | Eric Fezer, Dominik Raab, Andreas Theissler |
| 2020 | VINCI | The machine learning model as a guide: pointing users to interesting instances for labeling through visual cues. | Benedikt Grimmeisen, Andreas Theissler |
| 2017 | INDIN | Multi-class novelty detection in diagnostic trouble codes from repair shops. | Andreas Theissler |