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Showing result 1 - 5 of 172 essays matching the above criteria.

  1. 1. Station-level demand prediction in bike-sharing systems through machine learning and deep learning methods

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Nikolaos Staikos; [2024]
    Keywords : Physical Geography; Ecosystem Analysis; Bike-sharing demand; Machine learning; Deep learning; Spatial regression; Graph Convolutional Neural Network; Multiple Linear Regression; Multilayer Perceptron Regressor; Support Vector Machine; Random Forest Regressor; Urban environment; Micro-mobility; Station planning; Geomatics; Earth and Environmental Sciences;

    Abstract : Public Bike-Sharing systems have been employed in many cities around the globe. Shared bikes are an efficient and convenient means of transportation in advanced societies. Nonetheless, station planning and local bike-sharing network effectiveness can be challenging. READ MORE

  3. 2. Exploring the Green Premium: A Hedonic Pricing Study on House Prices in Municipalities Adjacent to Färnebofjärden and Tyresta National Parks

    University essay from Göteborgs universitet/Graduate School

    Author : Tobias Strömbäck; Daniel Neij Boarder; [2023-06-29]
    Keywords : National Park; hedonic price model; proximity; property; willingness to pay;

    Abstract : This thesis conducts a hedonic pricing model with multiple regression analysis to examine the relationship between proximity to Färnebofjärden and Tyresta National Parks and house prices in adjacent municipalities between 2019 and 2020. The literature reviewed indicates a positive correlation, but it has various gaps which our thesis addresses. READ MORE

  4. 3. Understanding the Relationship between Individuals’ Emotional Response and Environmental Protection Intentions : A Quantitative Research in the Context of Public Service Advertisements

    University essay from Linnéuniversitetet/Institutionen för marknadsföring och turismvetenskap (MTS)

    Author : Ziyi Zhang; Yaxin Xue; [2023]
    Keywords : Emotions; Positive emotional response; Negative emotional response; Intention; Public service advertisement PSA ; Message framing; Environment Protection;

    Abstract : Background: The protection of the environment requires everyone in this world to act together. If more individuals have the intention to protect the environment, then more individuals and a higher probability of taking action to protect the environment. READ MORE

  5. 4. Staff Shortage on SJ Trains

    University essay from KTH/Matematisk statistik

    Author : Casper Öberg; Nora Moro; [2023]
    Keywords : Multiple linear regression; Residual analysis; Multicollinearity; Staff shortage; Forecast; Trains; Multipel linjär regression; Residualanalys; Multikollinearitet; Personalbrist; Prognos; Tåg;

    Abstract : This thesis is a case study in collaboration with SJ AB, a government owned railway companyin Sweden. The employees aboard the trains are an essential part of operating thetrains efficiently. Therefore, it is vital to forecast absences well in order to avoid havingto cancel train trips or having employees work over time. READ MORE

  6. 5. The Impact of Export Restrictions on International Trade in Medical Products : An Analysis of Supply Chain Disruptions between China and the United States during the Covid-19 Pandemic

    University essay from SLU/Dept. of Economics

    Author : Elisabeth Gebretsadkan; [2023]
    Keywords : Export; supply chains; trade value; Covid-19;

    Abstract : This thesis investigates the impact of export restrictions on supply chains within the medical supply industry during the Covid-19 pandemic. A multiple linear regression model is estimated on monthly data between January 2020 to December 2022. READ MORE