Essays about: "Geospatial mobility data"

Found 4 essays containing the words Geospatial mobility data.

  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. Geospatial Trip Data Generation Using Deep Neural Networks

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

    Author : Aditya Deepak Udapudi; [2022]
    Keywords : Deep Learning; Geospatial; Generative Adversarial Network GAN ; Deep Learning; Geospatial; Generativa Motståndsnätverk GAN ;

    Abstract : Development of deep learning methods is dependent majorly on availability of large amounts of high quality data. To tackle the problem of data scarcity one of the workarounds is to generate synthetic data using deep learning methods. READ MORE

  4. 3. Improving usability of land warfare simulator: pathfinding and adaptive speed based on geographic data

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Olof Engström; Gabriel Lördal Tigerström; [2017]
    Keywords : warfare simulation; geographic data; educational software; geographic information systems; geospatial analysis;

    Abstract : SANDIS II is a land warfare simulation and analysis tool developed by the Finnish Defence Research Agency. The Swedish Defence Research Agency has evaluated SANDIS II to have potential as a war gaming aid within education, at the Swedish Defence University. However, operating the tool is considered too difficult to avail that potential. READ MORE

  5. 4. Data Visualization of Telenor mobility data

    University essay from Blekinge Tekniska Högskola/Institutionen för kommunikationssystem

    Author : Billa Virinchi; [2017]
    Keywords : Geospatial mobility data; Google maps; Subscriber mobility algorithm;

    Abstract : Nowadays with the rapid development of cities, understanding the human mobility patterns of subscribers is crucial for urban planning and for network infrastructure deployment. Today mobile phones are electronic devices used for analyzing the mobility patterns of the subscribers in the network, because humans in their daily activities they carry mobile phones for communication purpose. READ MORE