Essays about: "test usefulness"

Showing result 1 - 5 of 117 essays containing the words test usefulness.

  1. 1. Uncertainty Estimation in Radiation Dose Prediction U-Net

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

    Author : Frida Skarf; [2023]
    Keywords : Radiation dose prediction models; U-net; quantile regression; Monte Carlo Dropout; epistemic uncertainty estimation; aleatoric uncertainty estimation; Stråldospredicerande modeller; U-net; kvantilregression; Monte Carlo Dropout; epistemisk osäkerhetsskattning; aletorisk osäkerhetsskattning;

    Abstract : The ability to quantify uncertainties associated with neural network predictions is crucial when they are relied upon in decision-making processes, especially in safety-critical applications like radiation therapy. In this paper, a single-model estimator of both epistemic and aleatoric uncertainties in a regression 3D U-net used for radiation dose prediction is presented. READ MORE

  3. 2. An exploration of the relationship between skeletal muscle mass and glucose intolerance in healthy young adults

    University essay from Högskolan i Halmstad/Akademin för företagande, innovation och hållbarhet

    Author : Philip Richard Evans; [2023]
    Keywords : Type 2 diabetes mellitus; fasting plasma glucose; impaired fasting glucose; longitudinal trajectory; incidence rate; Oralt glukostoleranstest; antropometriska mätningar; muskelmassa; typ 2 diabetes; glukosintolerans;

    Abstract : Background Type 2 diabetes mellitus (T2DM) is a globally prevalent disease anticipated to double from 500 million diagnosed cases in 2021 to more than one billion by 2050. The investigation of the potentially protective effects of skeletal muscle mass on glucose intolerance may lead to the development of more precise screening protocols. READ MORE

  4. 3. Comparing Different Transformer Models’ Performance for Identifying Toxic Language Online

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Carl Sundelin; [2023]
    Keywords : Artificial Intelligence; Machine Learning; Natural Language Processing; Transformers; RoBERTa; DistilBERT; ALBERT; Toxic Language Identification; Social Media;

    Abstract : There is a growing use of the internet and alongside that, there has been an increase in the use of toxic language towards other people that can be harmful to those that it targets. The usefulness of artificial intelligence has exploded in recent years with the development of natural language processing, especially with the use of transformers. READ MORE

  5. 4. Conform with the Wind : Processing short-term ensemble forecasts with conformal based methods for probabilistic wind-speed forecasting

    University essay from Lunds universitet/Matematisk statistik

    Author : Simon Althoff; [2023]
    Keywords : wind-speed; probabilistic; forecasts; forecasting; ensemble; post-processing; conformal prediction; conformal predictive systems; quantile regression forest; non-exchangeable; Mathematics and Statistics;

    Abstract : Forecasting wind has always been an interesting subject, and as large parts of the world are relying more on wind for power production it is becoming even more important to have reliable forecasts. Probabilistic forecasts, where distributions are predicted in contrast to deterministic forecasts, are impor- tant for informed decision making. READ MORE

  6. 5. Stop to recharge will be a thing of the past

    University essay from Lunds universitet/Produktionsekonomi

    Author : Måns Hultin; Sebastian Palmqvist; [2023]
    Keywords : Case study; Electric Road System; Ports; Container terminals; Electrification; Implementation compatibility; Closed-looped transportation systems; Technology and Engineering;

    Abstract : Electric road systems can be defined as a system transferring energy from a road to an electric vehicle while the vehicle is in motion, either to power the vehicle’s movement or to charge its batteries. This thesis aimed to investigate how this relatively new technology of electric road systems could be implemented in a port. READ MORE