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XAI for Semantic Dependency : How to understand the impact of higher-level concepts on AI results
(2023)
Comparison of algorithms for error prediction in manufacturing with automl and a cost-based metric
(2022)
Shapley Values based Regional Feature Importance Measures Driving Error Analysis in Manufacturing
(2022)
Detection of Concept Drift in Manufacturing Data with SHAP Values to Improve Error Prediction
(2021)
Proactive Error Prevention in Manufacturing Based on an Adaptable Machine Learning Environment
(2019)
Dealing with Data Quality in Smart Home Environments — Lessons Learned from a Smart Grid Pilot
(2016)
The Potential of Household Specific Feature Selection for Analysing Smart Home Time-Series Data
(2016)
Energieinformatik
(2014)
Energy Informatics
(2013)