| 2026 | GECCO | Genetic Programming for Evolving Tailored Spectral Vegetation Indices in the Context of Crop Pathogen Detection. | Anthony Stein, Johanna Vaske, Simon Mielke |
| 2025 | ICCV | Improving Lightweight Weed Detection via Knowledge Distillation. | Ahmet Oguz Saltik, Max Voigt, Sourav Modak, Mike Beckworth, Anthony Stein |
| 2024 | ECCV | Enhancing Weed Detection Performance by Means of GenAI-Based Image Augmentation. | Sourav Modak, Anthony Stein |
| 2024 | ECCV | Comparative Analysis of YOLOv9, YOLOv10 and RT-DETR for Real-Time Weed Detection. | Ahmet Oguz Saltik, Alicia Allmendinger, Anthony Stein |
| 2024 | GI | Multi-level Personalised Federated Learning: A concept for data sovereign machine learning in digital agriculture. | Mortesa Hussaini, Anthony Stein |
| 2023 | GI | Federated Learning in Agriculture: Potential and Challenges. | Mortesa Hussaini, Anthony Stein |
| 2023 | IJCNN | Deep Q-Network Updates for the Full Action-Space Utilizing Synthetic Experiences. | Wenzel Pilar von Pilchau, David Ptzel, Anthony Stein, Jrg Hhner |
| 2022 | IJCCI | Interpolated Experience Replay for Continuous Environments. | Wenzel Pilar von Pilchau, Anthony Stein, Jrg Hhner |
| 2021 | GECCO | Learning classifier systems: from principles to modern systems. | Anthony Stein, Masaya Nakata |
| 2021 | GECCO | Adopting lexicase selection for michigan-style learning classifier systems with continuous-valued inputs. | Alexander R. M. Wagner, Anthony Stein |
| 2021 | ICINCO | An Evolutionary Calibration Approach for Touch Interface Filter Chains. | Lukas Rosenbauer, Johannes Maier, Daniel Gerber, Anthony Stein, Jrg Hhner |
| 2021 | ICINCO | A Genetic Algorithm for HMI Test Infrastructure Fine Tuning. | Lukas Rosenbauer, Anthony Stein, Jrg Hhner |
| 2020 | GECCO | An overview of LCS research from IWLCS 2019 to 2020. | David Ptzel, Anthony Stein, Masaya Nakata |
| 2020 | GECCO | Generic approaches for parallel rule matching in learning classifier systems. | Lukas Rosenbauer, Anthony Stein, Jrg Hhner |
| 2020 | GECCO | XCS as a reinforcement learning approach to automatic test case prioritization. | Lukas Rosenbauer, Anthony Stein, Roland Maier, David Ptzel, Jrg Hhner |
| 2020 | GECCO | XCS classifier system with experience replay. | Anthony Stein, Roland Maier, Lukas Rosenbauer, Jrg Hhner |
| 2020 | GECCO | Learning classifier systems: from principles to modern systems. | Anthony Stein, Masaya Nakata |
| 2020 | IJCCI | Bootstrapping a DQN Replay Memory with Synthetic Experiences. | Wenzel Baron Pilar von Pilchau, Anthony Stein, Jrg Hhner |
| 2020 | IJCCI | XCSF for Automatic Test Case Prioritization. | Lukas Rosenbauer, Anthony Stein, David Ptzel, Jrg Hhner |
| 2020 | IJCCI | Metaheuristics for the Minimum Set Cover Problem: A Comparison. | Lukas Rosenbauer, Anthony Stein, Helena Stegherr, Jrg Hhner |
| 2019 | GECCO | A survey of formal theoretical advances regarding XCS. | David Ptzel, Anthony Stein, Jrg Hhner |
| 2019 | GECCO | Learning classifier systems: from principles to modern systems. | Anthony Stein |
| 2019 | KI | Reducing Search Space of Genetic Algorithms for Fast Black Box Attacks on Image Classifiers. | Julius Brandl, Nicolas Breinl, Maximilian Demmler, Lukas Hartmann, Jrg Hhner, Anthony Stein |
| 2018 | GECCO | What about interpolation?: a radial basis function approach to classifier prediction modeling in XCSF. | Anthony Stein, Simon Menssen, Jrg Hhner |
| 2017 | GECCO | Toward curious learning classifier systems: combining XCS with active learning concepts. | Anthony Stein, Roland Maier, Jrg Hhner |
| 2017 | ICMLA | An Evolutionary Learning Approach to Self-configuring Image Pipelines in the Context of Carbon Fiber Fault Detection. | Andreas Margraf, Anthony Stein, Leonhard Engstler, Steffen Geinitz, Jrg Hhner |
| 2017 | IJCCI | Self-learning Smart Cameras - Harnessing the Generalization Capability of XCS. | Anthony Stein, Stefan Rudolph, Sven Tomforde, Jrg Hhner |
| 2016 | CEC | Interpolation-based classifier generation in XCSF. | Anthony Stein, Christian Eymller, Dominik Rauh, Sven Tomforde, Jrg Hhner |
| 2016 | CEC | Distributed resource allocation as co-evolution problem. | Sven Tomforde, David Meier, Anthony Stein, Sebastian von Mammen |
| 2014 | HCI | HCI-Patterns for Developing Mobile Apps and Digital Video-Assist-Technology for the Film Set. | Christian Mrtin, Anthony Stein, Bernhard Prell, Andreas Kesper |