Helena Stegherr

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Machine Learning

Top Venues

GECCO Companion

Publications

Jonathan Wurth, Helena Stegherr, Michael Heider, Jörg Hähner
GRAHF: A Hyper-Heuristic Framework for Evolving Heterogeneous Island Model Topologies. GECCO (2024)
Helena Stegherr, Michael Heider, Jörg Hähner
Assisting Convergence Behaviour Characterisation with Unsupervised Clustering. IJCCI (2023)
Jonathan Wurth, Helena Stegherr, Michael Heider, Leopold Luley, Jörg Hähner
Fast, Flexible, and Fearless: A Rust Framework for the Modular Construction of Metaheuristics. GECCO Companion (2023)
Michael Heider, Helena Stegherr, Roman Sraj, David Pätzel, Jonathan Wurth, Jörg Hähner
SupRB in the context of rule-based machine learning methods: A comparative study. Appl. Soft Comput. 147 (2023)
Michael Heider, Helena Stegherr, David Pätzel, Roman Sraj, Jonathan Wurth, Benedikt Volger, Jörg Hähner
Discovering Rules for Rule-Based Machine Learning with the Help of Novelty Search. SN Comput. Sci. 4 (6) (2023)
Michael Heider, Helena Stegherr, Richard Nordsieck, Jörg Hähner
Assessing Model Requirements for Explainable AI: A Template and Exemplary Case Study. Artif. Life 29 (4) (2023)
Michael Heider, Helena Stegherr, Jonathan Wurth, Roman Sraj, Jörg Hähner
Separating Rule Discovery and Global Solution Composition in a Learning Classifier System. CoRR (2022)
Michael Heider, Helena Stegherr, Richard Nordsieck, Jörg Hähner
Learning Classifier Systems for Self-Explaining Socio-Technical-Systems. CoRR (2022)
Michael Heider, Helena Stegherr, Jonathan Wurth, Roman Sraj, Jörg Hähner
Investigating the Impact of Independent Rule Fitnesses in a Learning Classifier System. CoRR (2022)
Jonathan Wurth, Michael Heider, Helena Stegherr, Roman Sraj, Jörg Hähner
Comparing different metaheuristics for model selection in a supervised learning classifier system. GECCO Companion (2022)
Michael Heider, Helena Stegherr, Jonathan Wurth, Roman Sraj, Jörg Hähner
Investigating the Impact of Independent Rule Fitnesses in a Learning Classifier System. BIOMA (2022)
Helena Stegherr, Michael Heider, Jörg Hähner
Classifying Metaheuristics: Towards a unified multi-level classification system. Nat. Comput. 21 (2) (2022)
Michael Heider, Helena Stegherr, Jonathan Wurth, Roman Sraj, Jörg Hähner
Separating rule discovery and global solution composition in a learning classifier system. GECCO Companion (2022)
Michael Heider, Helena Stegherr, David Pätzel, Roman Sraj, Jonathan Wurth, Benedikt Volger, Jörg Hähner
Approaches for Rule Discovery in a Learning Classifier System. IJCCI (2022)
Helena Stegherr, Jörg Hähner
Analysing Metaheuristic Components. LIFELIKE (2021)
Helena Stegherr, Michael Heider, Leopold Luley, Jörg Hähner
Design of large-scale metaheuristic component studies. GECCO Companion (2021)
Lukas Rosenbauer, Anthony Stein, Helena Stegherr, Jörg Hähner
Metaheuristics for the Minimum Set Cover Problem: A Comparison. IJCCI (2020)