11 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.AI2024★ 11 cited
Interactive and Intelligent Root Cause Analysis in Manufacturing with Causal Bayesian Networks and Knowledge Graphs
Christoph Wehner, Maximilian Kertel, Judith Wewerka
Root Cause Analysis (RCA) in the manufacturing of electric vehicles is the process of identifying fault causes. Traditionally, the RCA is conducted manually, relying on process exp…
stat.ML2024
Boosting Causal Additive Models
Maximilian Kertel, Nadja Klein
We present a boosting-based method to learn additive Structural Equation Models (SEMs) from observational data, with a focus on the theoretical aspects of determining the causal or…