Sökning: "Mia Zdybek"

Hittade 2 uppsatser innehållade orden Mia Zdybek.

  1. 1. Evaluating deep learning models for electricity spot price forecasting

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Mia Zdybek; [2021]
    Nyckelord :Time series forecasting; Electricity price forecasting; Machine Learning; Deep learning; Multi-layer perceptron; Long short-term memory; Convolutional neural network; Tidsserieprediktion; Prognostisering av elspotpriser; Maskininlärning; Djupinlärning; Flerskikts-perceptron; Lågt korttidsminne; Neurala faltningsnät;

    Sammanfattning : Electricity spot prices are difficult to predict since they depend on different unstable and erratic parameters, and also due to the fact that electricity is a commodity that cannot be stored efficiently. This results in a volatile, highly fluctuating behavior of the prices, with many peaks. LÄS MER

  3. 2. Conversational agent as kitchen assistant

    Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI)

    Författare :Beata Rystedt; Mia Zdybek; [2018]
    Nyckelord :;

    Sammanfattning : Chatbots, also called conversational agents, with speech interfaces are being used to a greater and greater extent, but there are still many areas that are not completely explored. The idea of this project was born out of the belief that there is a need for an assistant in the kitchen that is able to search for recipes, answer questions regarding them and guide and assist the user throughout the cooking process, all through conversation since the hands are busy. LÄS MER