| 2026 | GECCO | Exploring Multi-objective Approaches for Rule Generation in Rule-based Machine Learning. | David von Proeck, Jonathan Wurth, Jrg Hhner, Michael Heider |
| 2026 | PPSN | Decomposing Anytime Algorithm Performance with Bayesian Ranking ANOVA. | Jonathan Wurth, Helena Stegherr, Michael Heider, Jrg Hhner |
| 2025 | CoopIS | Adaptive by Design: Rethinking the MLOC Architecture for Learning Systems. | Marco Hller, Roman Kble, Jrg Hhner |
| 2025 | EUROGP | Ant-Based Metaheuristics Struggle to Solve the Cartesian Genetic Programming Learning Task. | Julian Trautwein, Michael Heider, Henning Cui, Jrg Hhner |
| 2025 | GECCO | CRust_GP: A Framework for the Modular Construction and Evaluation of Cartesian Genetic Programming in Rust. | Henning Cui, Jrg Hhner |
| 2025 | GECCO | A Comparison of Dimensionality Reduction Techniques for Visualising Search Behaviour. | Helena Stegherr, Michael Heider, Jonathan Wurth, Jrg Hhner |
| 2025 | ICINCO | Satellite Navigation Constellation Optimisation Problem Definition for the Application of Genetic Algorithms. | Paula Pieiro Ramos, Sebastian Bernhardt, Helena Stegherr, Jrg Hhner |
| 2025 | IJCCI | Extending Cartesian Genetic Programming via Iterative Subgraph Assessment. | Henning Cui, Camilo De La Torre, Sylvain Cussat-Blanc, Herv Luga, Dennis G. Wilson, Jrg Hhner |
| 2025 | WCNC | Resource Allocation is All You Need: The Routing and Scheduling Problem in 6TiSCH Networks. | Victor Gerling, Henning Cui, Jrg Hhner, Michael Seufert |
| 2024 | CEC | Exploring Self-Adaptive Genetic Algorithms to Combine Compact Sets of Rules. | Michael Heider, Maximilian Krischan, Roman Sraj, Jrg Hhner |
| 2024 | ENASE | Unsupervised Anomaly Detection in Continuous Integration Pipelines. | Daniel Gerber, Lukas Meitz, Lukas Rosenbauer, Jrg Hhner |
| 2024 | GECCO | Length-niching Selection and Spatial Crossover in Variable-length Evolutionary Rule Set Learning. | David Ptzel, Richard Nordsieck, Jrg Hhner |
| 2024 | GECCO | A Closer Look at Length-niching Selection and Spatial Crossover in Variable-length Evolutionary Rule Set Learning. | David Ptzel, Richard Nordsieck, Jrg Hhner |
| 2024 | GECCO | GRAHF: A Hyper-Heuristic Framework for Evolving Heterogeneous Island Model Topologies. | Jonathan Wurth, Helena Stegherr, Michael Heider, Jrg Hhner |
| 2024 | ICINCO | A Taxonomy for Complexity Estimation of Machine Data in Machine Health Applications. | Lukas Meitz, Michael Heider, Thorsten Schler, Jrg Hhner |
| 2024 | IJCCI | Cartesian Genetic Programming Is Robust Against Redundant Attributes in Datasets. | Henning Cui, Jrg Hhner |
| 2024 | PPSN | Positional Bias Does Not Influence Cartesian Genetic Programming with Crossover. | Henning Cui, Michael Heider, Jrg Hhner |
| 2023 | DATA | On Data-Preprocessing for Effective Predictive Maintenance on Multi-Purpose Machines. | Lukas Meitz, Michael Heider, Thorsten Schler, Jrg Hhner |
| 2023 | FOGA | Weighted Mutation of Connections To Mitigate Search Space Limitations in Cartesian Genetic Programming. | Henning Cui, David Ptzel, Andreas Margraf, Jrg Hhner |
| 2023 | GECCO | Towards Principled Synthetic Benchmarks for Explainable Rule Set Learning Algorithms. | David Ptzel, Michael Heider, Jrg Hhner |
| 2023 | GECCO | Fast, Flexible, and Fearless: A Rust Framework for the Modular Construction of Metaheuristics. | Jonathan Wurth, Helena Stegherr, Michael Heider, Leopold Luley, Jrg Hhner |
| 2023 | ICINCO | A Concept for Optimizing Motor Control Parameters Using Bayesian Optimization. | Henning Cui, Markus Grlich-Bucher, Lukas Rosenbauer, Jrg Hhner, Daniel Gerber |
| 2023 | IJCCI | Equidistant Reorder Operator for Cartesian Genetic Programming. | Henning Cui, Andreas Margraf, Jrg Hhner |
| 2023 | IJCCI | Towards Understanding Crossover for Cartesian Genetic Programming. | Henning Cui, Andreas Margraf, Michael Heider, Jrg Hhner |
| 2023 | IJCCI | Filter Evolution Using Cartesian Genetic Programming for Time Series Anomaly Detection. | Andreas Margraf, Henning Cui, Stefan Baumann, Jrg Hhner |
| 2023 | IJCCI | Assisting Convergence Behaviour Characterisation with Unsupervised Clustering. | Helena Stegherr, Michael Heider, Jrg Hhner |
| 2023 | IJCNN | Deep Q-Network Updates for the Full Action-Space Utilizing Synthetic Experiences. | Wenzel Pilar von Pilchau, David Ptzel, Anthony Stein, Jrg Hhner |
| 2023 | MODELSWARD | Model-Driven Optimisation of Monitoring System Configurations for Batch Production. | Andreas Margraf, Henning Cui, Simon Heimbach, Jrg Hhner, Steffen Geinitz, Stephan Rudolph |
| 2022 | GECCO | XCSF under limited supervision. | Markus Grlich-Bucher, Jrg Hhner |
| 2022 | GECCO | Separating rule discovery and global solution composition in a learning classifier system. | Michael Heider, Helena Stegherr, Jonathan Wurth, Roman Sraj, Jrg Hhner |
| 2022 | GECCO | The Bayesian learning classifier system: implementation, replicability, comparison with XCSF. | David Ptzel, Jrg Hhner |
| 2022 | GECCO | Comparing different metaheuristics for model selection in a supervised learning classifier system. | Jonathan Wurth, Michael Heider, Helena Stegherr, Roman Sraj, Jrg Hhner |
| 2022 | IJCCI | Approaches for Rule Discovery in a Learning Classifier System. | Michael Heider, Helena Stegherr, David Ptzel, Roman Sraj, Jonathan Wurth, Benedikt Volger, Jrg Hhner |
| 2022 | IJCCI | Interpolated Experience Replay for Continuous Environments. | Wenzel Pilar von Pilchau, Anthony Stein, Jrg Hhner |
| 2021 | GECCO | Design of large-scale metaheuristic component studies. | Helena Stegherr, Michael Heider, Leopold Luley, Jrg Hhner |
| 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 |
| 2021 | ICINCO | CAD-based Grasp and Motion Planning for Process Automation in Fused Deposition Modelling. | Andreas Wiedholz, Michael Heider, Richard Nordsieck, Andreas Angerer, Simon Dietrich, Jrg Hhner |
| 2021 | LCN | Flow-Aware Low-Latency Multipath Tunnelling. | Richard Sailer, Jrg Hhner |
| 2021 | LCN | A Comprehensive Evaluation of Different Approaches to Tunnelling over Multiple Paths. | Richard Sailer, Jrg Hhner |
| 2021 | Networking | HTMT: High-Throughput Multipath Tunnelling for Asymmetric Paths. | Richard Sailer, Jrg Hhner |
| 2020 | DATA | Towards Self-adaptive Defect Classification in Industrial Monitoring. | Andreas Margraf, Jrg Hhner, Philipp Braml, Steffen Geinitz |
| 2020 | FedCSIS | An Architectural Design for Measurement Uncertainty Evaluation in Cyber-Physical Systems. | Wenzel Pilar von Pilchau, Varun Gowtham, Maximilian Gruber, Matthias Riedl, Nikolaos-Stefanos Koutrakis, Jawad Tayyub, Jrg Hhner, Sascha Eichstdt, Eckart Uhlmann, Julian Polte, Volker Frey, Alexander Willner |
| 2020 | GECCO | Towards a Pittsburgh-style LCS for learning manufacturing machinery parametrizations. | Michael Heider, David Ptzel, Jrg Hhner |
| 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 | 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 | ICINCO | Towards Automated Parameter Optimisation of Machinery by Persisting Expert Knowledge. | Richard Nordsieck, Michael Heider, Andreas Angerer, Jrg Hhner |
| 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 |
| 2019 | LCN | An Adaptive Flow-Aware Packet Scheduling Algorithm for Multipath Tunnelling. | Richard Sailer, Jrg Hhner |
| 2018 | GECCO | An algebraic description of XCS. | David Ptzel, Jrg Hhner |
| 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 |
| 2017 | VRST | The game of flow - cellular automaton-based fluid simulation for realtime interaction. | Christian Heintz, Moritz Grunwald, Sarah Edenhofer, Jrg Hhner, Sebastian von Mammen |
| 2017 | VEHITS | Learning Classifier Systems for Road Traffic Congestion Detection. | Matthias Sommer, Jrg Hhner |
| 2017 | VEHITS | Adapting Signal Timings to Automated Incident Alarms within a Self-organised Traffic Control System. | Matthias Sommer, Jrg Hhner |
| 2016 | CEC | Interpolation-based classifier generation in XCSF. | Anthony Stein, Christian Eymller, Dominik Rauh, Sven Tomforde, Jrg Hhner |
| 2016 | ICAART | Comparison of Surveillance Strategies to Identify Undesirable Behaviour in Multi-Agent Systems. | Sarah Edenhofer, Christopher Stifter, Sven Tomforde, Jan Kantert, Christian Mller-Schloer, Jrg Hhner |
| 2016 | ICAART | A Mutual Influence-based Learning Algorithm. | Stefan Rudolph, Sven Tomforde, Jrg Hhner |
| 2016 | ISCC | Cellular traffic offloading through network-assisted ad-hoc routing in cellular networks. | Jrg Hhner, Klement Streit, Sven Tomforde |
| 2016 | VEHITS | Forecast-augmented Route Guidance in Urban Traffic Networks based on Infrastructure Observations. | Matthias Sommer, Sven Tomforde, Jrg Hhner |
| 2015 | ICAART | Defending Autonomous Agents Against Attacks in Multi-Agent Systems Using Norms. | Jan Kantert, Sarah Edenhofer, Sven Tomforde, Jrg Hhner, Christian Mller-Schloer |
| 2015 | ICINCO | Detecting and Isolating Inconsistently Behaving Agents using an Intelligent Control Loop. | Jan Kantert, Sarah Edenhofer, Sven Tomforde, Jrg Hhner, Christian Mller-Schloer |
| 2015 | ICINCO | Cooperative Self-optimisation of Network Protocol Parameters at Runtime. | Sven Tomforde, Jan Kantert, Sebastian von Mammen, Jrg Hhner |
| 2014 | GI | Organic Data: Ein sicheres, dezentralisiertes Big Data Konzept. | Sebastian von Mammen, Carsten Grenz, Jrg Hhner, Sabine Timpf, Daniel Loebenberger, Stefan Mandl, Oleksandr Kozachuk |
| 2014 | ICINCO | Implementing an Adaptive Higher Level Observer in Trusted Desktop Grid to Control Norms. | Jan Kantert, Hannes Scharf, Sarah Edenhofer, Sven Tomforde, Jrg Hhner, Christian Mller-Schloer |
| 2014 | ICINCO | Load-aware Reconfiguration of LTE-Antennas - Dynamic Cell-phone Network Adaptation Using Organic Network Control. | Sven Tomforde, Alexander Ostrovsky, Jrg Hhner |
| 2013 | ICINCO | Incremental Design of Organic Computing Systems - Moving System Design from Design-Time to Runtime. | Sven Tomforde, Jrg Hhner, Christian Mller-Schloer |
| 2013 | ICINCO | SmaCCS: Smart Camera Cloud Services - Towards an Intelligent Cloud-based Surveillance System. | Sven Tomforde, Uwe Jnen, Jrg Hhner, Martin Hoffmann |
| 2013 | USENIX | Using a Neural Network for Forecasting in an Organic Traffic Control Management System. | Matthias Sommer, Sven Tomforde, Jrg Hhner |
| 2012 | ICINCO | Flexibility in Organic Systems - Remarks on Mechanisms for Adapting System Goals at Runtime. | Christian Becker, Jrg Hhner, Sven Tomforde |
| 2012 | PST | Using Trust to reduce wasteful computation in open Desktop Grid Systems. | Lukas Klejnowski, Yvonne Bernard, Christian Mller-Schloer, Jrg Hhner |
| 2011 | CEC | Restricted on-line learning in real-world systems. | Sven Tomforde, Andreas Brameshuber, Jrg Hhner, Christian Mller-Schloer |
| 2010 | ATC | Trustworthy Organic Computing Systems: Challenges and Perspectives. | Jan-Philipp Steghfer, Rolf Kiefhaber, Karin Leichtenstern, Yvonne Bernard, Lukas Klejnowski, Wolfgang Reif, Theo Ungerer, Elisabeth Andr, Jrg Hhner, Christian Mller-Schloer |
| 2010 | ATC | Adaptive Control of Sensor Networks. | Sven Tomforde, Ioannis Zgeras, Jrg Hhner, Christian Mller-Schloer |
| 2010 | CCGRID | Towards Trust in Desktop Grid Systems. | Yvonne Bernard, Lukas Klejnowski, Jrg Hhner, Christian Mller-Schloer |
| 2010 | ICAART | Towards Robust Hybrid Central/Self-organizing Multi-agent Systems. | Yaser Chaaban, Jrg Hhner, Christian Mller-Schloer |
| 2010 | ICINCO | Dynamic Control of Mobile Ad-hoc Networks - Network Protocol Parameter Adaptation using Organic Network Control. | Sven Tomforde, Bjrn Hurling, Jrg Hhner |
| 2010 | ICINCO | Distributed Network Protocol Parameter Adaptation in Mobile Ad-Hoc Networks. | Sven Tomforde, Bjrn Hurling, Jrg Hhner |
| 2010 | IJCNN | Possibilities and limitations of decentralised traffic control systems. | Sven Tomforde, Holger Prothmann, Jrgen Branke, Jrg Hhner, Christian Mller-Schloer, Hartmut Schmeck |
| 2009 | ATC | Towards an Organic Network Control System. | Sven Tomforde, Marcel Steffen, Jrg Hhner, Christian Mller-Schloer |
| 2009 | GI | POWEA: A System for Automated Network Protocol Parameter Optimisation Using Evolutionary Algorithms. | Martin Hoffmann, Sven Tomforde, Yvonne Bernard, Lukas Klejnowski, Jrg Hhner |
| 2009 | ICINCO | Dynamic Control of Network Protocols - A New Vision for Future Self-organising Networks. | Sven Tomforde, Emre Cakar, Jrg Hhner |
| 2008 | GI | Investigation of Generic Observer/Controller Architectures in a Traffic Scenario. | Emre Cakar, Jrg Hhner, Christian Mller-Schloer |
| 2007 | CCGRID | Requirements of Peer-to-Peer-based Massively Multiplayer Online Gaming. | Gregor Schiele, Richard Sselbeck, Arno Wacker, Jrg Hhner, Christian Becker, Torben Weis |
| 2007 | MDM | Quantifying Network Partitioning in Mobile Ad Hoc Networks. | Jrg Hhner, Dominique Dudkowski, Pedro Jos Marrn, Kurt Rothermel |
| 2005 | EWSN | TinyCubus: a flexible and adaptive framework sensor networks. | Pedro Jos Marrn, Andreas Jrgen Lachenmann, Daniel Minder, Jrg Hhner, Robert Sauter, Kurt Rothermel |
| 2004 | GI | Consistent Context Management in Mobile Ad Hoc Networks. | Jrg Hhner, Christian Becker, Pedro Jos Marrn |
| 2004 | MASS | Update-linearizability: a consistency concept for the chronological ordering of events in MANETs. | Jrg Hhner, Kurt Rothermel, Christian Becker |
| 2004 | SIGMETRICS | A quantitative analysis of partitioning in mobile ad hoc networks. | Jrg Hhner, Dominique Dudkowski, Pedro Jos Marrn, Kurt Rothermel |
| 2003 | ISCC | A Protocol for Data Dissemination in Frequently Partitioned Mobile Ad Hoc Networks. | Jrg Hhner, Christian Becker, Kurt Rothermel |