Predictive learning via rule ensembles

• Large‐Scale Interlaboratory Study Along the Entire Process Chain of Laser Powder Bed Fusion: Bridging Variability, Standards, and Optimization across Metals and Polymers

  2025 Advanced Engineering Materials article Engineering Additive Manufacturing Materials and Processes Open access

  8

  citations
• Explainable AI for correct root cause analysis of product quality in injection moulding

  2025 Journal of Manufacturing Processes article Computer Science Explainable Artificial Intelligence (XAI) Open access

  14

  citations
• Cross-sectional evaluation of host biomarkers for guiding antibiotic use in bacterial and non-bacterial acute febrile illness in low- and middle-income tropical settings

  2025 BMJ Open article Medicine Sepsis Diagnosis and Treatment Open access

  2

  citations
• Learning recommendations from educational event data in higher education

  2024 Journal of Intelligent Information Systems article Computer Science Online Learning and Analytics Open access

  3

  citations
• Sensitivity analysis for the detection of NO2 plumes from seagoing ships using TROPOMI data

  2024 Remote Sensing of Environment article Environmental Science Maritime Transport Emissions and Efficiency Open access

  19

  citations
• TROPOMI/S5P sensitivity limits with respect to detection of NO2 plumes from seagoing ships

  2023 preprint Environmental Science Maritime Transport Emissions and Efficiency Open access

  0

  citations
• Interpretation Framework of Predictive Quality Models for Process- and Product-oriented Decision Support

  2023 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

  11

  citations
• The Opaque Nature of Intelligence and the Pursuit of Explainable AI

  2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

  0

  citations
• Machine learning improves global models of plant diversity

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Ecology and Vegetation Dynamics Studies Open access

  2

  citations
• Improved prediction rule ensembling through model-based data generation

  2021 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

  1

  citations
• Fitting Prediction Rule Ensembles with R Package pre

  2020 Journal of Statistical Software article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 1 patent

  38

  citations

11 results