Essays about: "Road network patterns"

Showing result 1 - 5 of 16 essays containing the words Road network patterns.

  1. 1. Unsupervised Machine Learning Based Anomaly Detection in Stockholm Road Traffic

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Vilma Hellström; [2023]
    Keywords : Anomaly detection; DBSCAN; LSTM; Machine learning; Synthetic anomalies; Unsupervised learning; Anomalidetektering; DBSCAN; LSTM; maskininlärning; syntetiska anomalier; oövervakad inlärning;

    Abstract : This thesis is a study of anomaly detection in vehicle traffic data in central Stockholm. Anomaly detection is an important tool in the analysis of traffic data for improved urban planing. Two unsupervised machine learning models are used, the DBSCAN clustering model and the LSTM deep learning neural network. READ MORE

  3. 2. Energy Landscapes for Early T Cell Development

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Yukun Cheng; [2022]
    Keywords : Physics and Astronomy;

    Abstract : T cell lineage development from an early thymic progenitor involves programmed shutoff of progenitor gene expression, upregulation of T cell specification genes, and proliferation. This biological system has been deeply studied and a gene regulatory network (GRN) that can accurately describe the system has been presented. READ MORE

  4. 3. Generative Adversarial Networks for Vehicle Trajectory Generation

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Kristupas Bajarunas; [2022]
    Keywords : Data Generation; Generative Adversarial Networks; Vehicle Trajectories; Datagenerering; Generativa Motståndarnätverk; Fordonsbanor;

    Abstract : Deep learning models heavily rely on an abundance of data, and their performance is directly affected by data availability. In mobility pattern modeling, problems, such as next location prediction or flow prediction, are commonly solved using deep learning approaches. READ MORE

  5. 4. Demands of Autonomous Vehicles on Urban Infrastructure : A Study of required transformations and global adaptability to AVs

    University essay from Blekinge Tekniska Högskola/Institutionen för fysisk planering

    Author : Apsara Waqas; Esayas Shishore; [2021]
    Keywords : Smart city; Smart Mobility; Sustainability; Autonomous mobility; Urban infrastructure; Road network patterns; Land use; IoT; AV navigation;

    Abstract : This paper aims to assess the limits of urban fabric for the autonomous vehicles and demands of AVs on the infrastructure. It includes the existing road situation and required transformation for successful adaptability of this smart mobility in future. READ MORE

  6. 5. Eco-route modelling using GIS : How to find the most sustainable route option 

    University essay from Umeå universitet/Institutionen för geografi

    Author : Malin Gillman; [2021]
    Keywords : Eco-routing; Route modelling; GIS; Transportation; Sustainability; Road impacts; Network analysis; Network analyst; Sustainable transportation; Geographical information systems;

    Abstract : In a time when the concept of sustainability is gaining increasing attention among the public, as well as among stake holders and policy makers, informing people about what the most sustainable choice to make is, is crucial in leading people in the right direction.  Travelling is an activity requiring a traveller to make multiple choices, with one of the choices being which route between two places to take. READ MORE