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Helena Stegherr
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Journal Articles
- 2023
- [j4]Michael Heider, Helena Stegherr, Richard Nordsieck, Jörg Hähner:
Assessing Model Requirements for Explainable AI: A Template and Exemplary Case Study. Artif. Life 29(4): 468-486 (2023) - [j3]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: 110706 (2023) - [j2]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): 778 (2023) - 2022
- [j1]Helena Stegherr
, Michael Heider, Jörg Hähner
:
Classifying Metaheuristics: Towards a unified multi-level classification system. Nat. Comput. 21(2): 155-171 (2022)
Conference and Workshop Papers
- 2024
- [c10]Jonathan Wurth
, Helena Stegherr
, Michael Heider
, Jörg Hähner
:
GRAHF: A Hyper-Heuristic Framework for Evolving Heterogeneous Island Model Topologies. GECCO 2024 - 2023
- [c9]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: 1900-1909 - [c8]Helena Stegherr, Michael Heider, Jörg Hähner:
Assisting Convergence Behaviour Characterisation with Unsupervised Clustering. IJCCI 2023: 108-118 - 2022
- [c7]Michael Heider
, Helena Stegherr
, Jonathan Wurth
, Roman Sraj, Jörg Hähner
:
Investigating the Impact of Independent Rule Fitnesses in a Learning Classifier System. BIOMA 2022: 142-156 - [c6]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: 248-251 - [c5]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: 316-319 - [c4]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: 39-49 - 2021
- [c3]Helena Stegherr, Michael Heider, Leopold Luley
, Jörg Hähner
:
Design of large-scale metaheuristic component studies. GECCO Companion 2021: 1217-1226 - [c2]Helena Stegherr, Jörg Hähner:
Analysing Metaheuristic Components. LIFELIKE 2021 - 2020
- [c1]Lukas Rosenbauer, Anthony Stein, Helena Stegherr, Jörg Hähner
:
Metaheuristics for the Minimum Set Cover Problem: A Comparison. IJCCI 2020: 123-130
Informal and Other Publications
- 2022
- [i3]Michael Heider, Helena Stegherr, Jonathan Wurth, Roman Sraj, Jörg Hähner:
Separating Rule Discovery and Global Solution Composition in a Learning Classifier System. CoRR abs/2202.01677 (2022) - [i2]Michael Heider, Helena Stegherr, Richard Nordsieck, Jörg Hähner:
Learning Classifier Systems for Self-Explaining Socio-Technical-Systems. CoRR abs/2207.02300 (2022) - [i1]Michael Heider, Helena Stegherr, Jonathan Wurth, Roman Sraj, Jörg Hähner:
Investigating the Impact of Independent Rule Fitnesses in a Learning Classifier System. CoRR abs/2207.05582 (2022)
Coauthor Index
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