Sökning: "Paul Fussenegger"

Hittade 1 uppsats innehållade orden Paul Fussenegger.

  1. 1. Explainable Machine Learning for Lead Time Prediction : A Case Study on Explainability Methods and Benefits in the Pharmaceutical Industry

    Master-uppsats, KTH/Hållbar produktionsutveckling (ML)

    Författare :Paul Fussenegger; Niklas Lange; [2022]
    Nyckelord :Lead time; machine learning; explainability; regression analysis; production planning and control; Ledtid; maskininlärning; förklarbarhet; regressionsanalys; produktionsplanering och produktionsstyrning;

    Sammanfattning : Artificial Intelligence (AI) has proven to be highly suitable for a wide range of problems in manufacturing environments, including the prediction of lead times. Most of these solutions are based on ”black-box” algorithms, which hinder practitioners to understand the prediction process. LÄS MER