Essays about: "Stella Jarlöv"

Found 2 essays containing the words Stella Jarlöv.

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

   University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

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

   Abstract : 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. READ MORE

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

   University essay from Uppsala universitet/Kulturgeografiska institutionen

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

   Abstract : 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. READ MORE