W6770731538

• On the importance of domain expertise in feature engineering for predictive product quality in production

  2023 Procedia CIRP article Computer Science Time Series Analysis and Forecasting Open access

  16

  citations
• Hybrid ML for Parameter Prediction in Production

  2023 Procedia CIRP article Materials Science Machine Learning in Materials Science Open access

  1

  citations
• Benchmarking of hyperparameter optimization techniques for machine learning applications in production

  2022 Advances in Industrial and Manufacturing Engineering article Computer Science Machine Learning and Data Classification Open access

  10

  citations
• Benchmarking of Data Preprocessing Methods for Machine Learning-Applications in Production

  2021 Procedia CIRP article Decision Sciences Data Quality and Management Open access

  33

  citations
• Expert System for the Machine Learning Pipeline in Manufacturing

  2021 IFAC-PapersOnLine article Decision Sciences Impact of AI and Big Data on Business and Society Open access

  13

  citations

5 results