Sökning: "Stella Jarlöv"

Hittade 2 uppsatser innehållade orden Stella Jarlöv.

  1. 1. Restaurant Daily Revenue Prediction : Utilizing Synthetic Time Series Data for Improved Model Performance

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för beräkningsvetenskap

    Författare :Stella Jarlöv; Anton Svensson Dahl; [2023]
    Nyckelord :demand forecasting; data augmentation; time series data; machine learning; restaurant industry; generative adversarial networks; TimeGAN; XGBoost;

    Sammanfattning : This study aims to enhance the accuracy of a demand forecasting model, XGBoost, by incorporating synthetic multivariate restaurant time series data during the training process. The research addresses the limited availability of training data by generating synthetic data using TimeGAN, a generative adversarial deep neural network tailored for time series data. LÄS MER

  3. 2. Societal Synergy for Our Common Future : Young Citizens’ Perspectives on Participating in the Sustainable Development and Urban Planning Process of Madrid

    Kandidat-uppsats, Uppsala universitet/Kulturgeografiska institutionen

    Författare :Fredrika Brink; Stella Jarlöv; [2022]
    Nyckelord :sustainable development; urban planning; citizen participation; youth; Madrid;

    Sammanfattning : The Madrid City Council’s efforts to invite citizens to decision making are being examined through the eyes of six young inhabitants, aged 18-30. Their views on sustainability and experiences of participating in the city development are gained through qualitative, semi-structured interviews. LÄS MER