Essays about: "Ensemble learning"

Showing result 31 - 35 of 175 essays containing the words Ensemble learning.

  1. 31. 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

  3. 32. Road damage detection withYolov8 on Swedish roads

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Martin Eriksson; [2023]
    Keywords : Ensemble learning; Object Detection; Yolov8; Yolov5; Object Detection on smartphone;

    Abstract : This thesis addresses the problem of Road Damage Detection using object detection models,Yolov8 and Yolov5. While Yolov5 has been utilized in prior road damage detection projects, thiswork introduces the application of the newly released Yolov8 model to this domain. READ MORE

  4. 33. The risk of developing Periodontitis; A Random Forest based algorithm

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Noel Waldenfjord; Albert Sedwall; [2023]
    Keywords : machine learning; random forest; periodontitis; statistics;

    Abstract : Periodontitis is a gum disease that is the result of infections and inflammation of the gums and the bone which surround and support the teeth. In the most severe cases, teeth may loosen or fall out. READ MORE

  5. 34. Model of detection of phishing URLsbased on machine learning

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Kateryna Burbela; [2023]
    Keywords : Phishing; URL address; Deep learning; Convolutional layer; Multi-head self-attention.;

    Abstract : Background: Phishing attacks continue to pose a significant threat to internetsecurity. One of the most common forms of phishing is through URLs, whereattackers disguise malicious URLs as legitimate ones to trick users into clickingon them. READ MORE

  6. 35. Sublimation temperature prediction of OLED materials : using machine learning

    University essay from Uppsala universitet/Analys och partiella differentialekvationer

    Author : Niklas Norinder; [2023]
    Keywords : Semiconductors; OLED; machine learning; vapor deposition; sublimation; molecular property prediction; regression; ensemble learning; deep learning;

    Abstract : Organic light-emitting diodes (OLED) are and have been the future of display technology for a minute. Looking back, display technology has moved from cathode-ray tube displays (CRTs) to liquid crystal displays (LCDs). Whereas CRT displays were clunky and had quite high powerconsumption, LCDs were thinner, lighter and consumed less energy. READ MORE