Essays about: "prediktion"

Showing result 21 - 25 of 145 essays containing the word prediktion.

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

    University essay from KTH/Hållbar produktionsutveckling (ML)

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

    Abstract : 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. READ MORE

  3. 22. Prediction of the Impact of Increased Photovoltaics Power on the Swedish Daily Electricity Spot Price Pattern

    University essay from Linköpings universitet/Tillämpad matematik; Linköpings universitet/Tekniska fakulteten

    Author : Saga Fahlén; [2022]
    Keywords : Regime Switching; Photovoltaics; Electricity Spot Price; Cannibalization Effect; Merit Order Effect;

    Abstract : As the demand for electricity increases throughout the globe while we want to reduce the use of fossil fuels, the need for renewable energy sources is bigger than ever. In countries where solar power makes up a large part of the total energy production, the overall electricity spot price level has become lower. READ MORE

  4. 23. Deep Learning for Prediction of Falling Blood Pressure During Surgery : Prediction of Falling Blood Pressure

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Navid Zandpour; [2022]
    Keywords : Arterial Blood Pressure; Convolutional Neural Network; Supervised Learning; Hypotension; Prediction; Arteriellt Blodtryck; Faltningsnätverk; Övervakad Inlärning; Hypotension; Prediktion;

    Abstract : Perioperative hypotension corresponds to critically low blood pressure events during the pre, intra and postoperative periods. It is a common side effect of general anaesthesia and is strongly associated with an increased risk of postoperative complications, such as acute kidney injury, myocardial injury and in the worst case death. READ MORE

  5. 24. Reliable graph predictions : Conformal prediction for Graph Neural Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Albin Bååw; [2022]
    Keywords : Conformal prediction; Graph Neural Networks; Dynamic graphs; Distribution shift; Coverage gap; Konform prediktion; Neurala Nätverk för Grafer; Dynamiska grafer; Distributionsförändring; täckningsgap;

    Abstract : We have seen a rapid increase in the development of deep learning algorithms in recent decades. However, while these algorithms have unlocked new business areas and led to great development in many fields, they are usually limited to Euclidean data. READ MORE

  6. 25. Factor analysis of the growth of startups

    University essay from KTH/Matematisk statistik

    Author : Jonatan Stenharg; Marcus Räisänen; [2022]
    Keywords : Start-up; Growth; Prediction; Regressor; CAGR; Venture Capital; Unicorn; SaaS; Start-up; Tillväxt; Prediktion; Regressor; Riskkapital; CAGR; Enhörning; SaaS;

    Abstract : The task of predicting start-up growth has been an item of institutional as wellas widespread individual research and acclaim of those successful. This workis an attempt to distill the alleged factors of prediction in the large body ofwork that has already been documented, as well as investigating reasonable butyet untested variables. READ MORE