Essays about: "learning history"

Showing result 6 - 10 of 210 essays containing the words learning history.

1. 6. Dating of fashion plates (1820-1880) using transfer learning : Recognition of the year of origin of fashion plates

   University essay from Jönköping University/Jönköping AI Lab (JAIL)

   Author : Magdalena Dobrzańska; [2023]
   Keywords : ai; fashion history;

   Abstract : Fashion history is an integral subfield of history as a whole. Fashion plates provide important evidence of what fashion once looked like and as such are a valuable window into the lives of the people in ages past. READ MORE

3. 7. 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

4. 8. Portraits of Participation : An interview study on the effects of social learning theory mechanisms on political participation

   University essay from Uppsala universitet/Statsvetenskapliga institutionen

   Author : Jakob Olsson; [2023]
   Keywords : Social learning theory; social interactions; political socialization; political participation; voting; democracy; theory building; theory developing; mechanisms; Social inlärningsteori; sociala interaktioner; politisk socialisering; politiskt deltagande; röstning; demokrati; teoribyggande; mekanismer;

   Abstract : If democratic society is to avert the dire straits that may come from decreasing levels of political participation and civic engagement, all potential explanatory factors must be explored. The purpose of this paper is to i) elucidate how the modeling and self-efficacy mechanisms of social learning theory affect individuals’ decisions to participate politically or not, and ii) assess the applicability of the relatively unutilized social learning theory in studies on political socialization and participation, respectively. READ MORE

5. 9. Automated Interpretation of Lung Ultrasound for COVID-19 and Tuberculosis diagnosis

   University essay from Lunds universitet/Matematik LTH

   Author : Chloé Soormally; [2023]
   Keywords : Tuberculosis; COVID-19; Lung Ultrasound; Computer-aided detection CAD ; Deep learning; Technology and Engineering;

   Abstract : BACKGROUND. Early and accurate detection of infectious respiratory diseases like COVID-19 and tuberculosis (TB) plays a crucial role in effective management and the reduction of preventable mortality. READ MORE

6. 10. Assessing Electricity Prices and Their Driving Mechanisms in Brazil with Neural Networks

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Henrique Costabile; [2023]
   Keywords : ;

   Abstract : In general, electricity prices are very volatile and derive from many external variables. In Brazil, this price is determined by computer models developed and operated by government organizations. The supply and demand relationships are not enough to determine prices in Brazilian submarkets. READ MORE