1 citations · 3 across the 4 of their papers we have counts for
4 papers
Analysing the Influence of Reorder Strategies for Cartesian Genetic Programming
Henning Cui, Andreas Margraf, Jörg Hähner
Cartesian Genetic Programming (CGP) suffers from a specific limitation: Positional bias, a phenomenon in which mostly genes at the start of the genome contribute to a program outpu…
PDPK: A Framework to Synthesise Process Data and Corresponding Procedural Knowledge for Manufacturing
Richard Nordsieck, André Schweizer, Michael Heider +1
Procedural knowledge describes how to accomplish tasks and mitigate problems. Such knowledge is commonly held by domain experts, e.g. operators in manufacturing who adjust paramete…
Investigating the Impact of Independent Rule Fitnesses in a Learning Classifier System
Michael Heider, Helena Stegherr, Jonathan Wurth +2
Achieving at least some level of explainability requires complex analyses for many machine learning systems, such as common black-box models. We recently proposed a new rule-based…
Learning Classifier Systems for Self-Explaining Socio-Technical-Systems
Michael Heider, Helena Stegherr, Richard Nordsieck +1
In socio-technical settings, operators are increasingly assisted by decision support systems. By employing these, important properties of socio-technical systems such as self-adapt…