Essays about: "mode inference"

Showing result 1 - 5 of 6 essays containing the words mode inference.

  1. 1. Smart Scooter : Solving e-scooter safety problems with multi-modal, privacy-preserving sensor technology and machine learning

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

    Author : Beatrice Lovely; [2022]
    Keywords : Smart Devices; Machine Learning; Sensors; Radar; Inertial Measurement Unit; Computer Vision; Smarta Saker; Maskininlärning; Sensorer; Radar; Tröghetsmåttenhet; Dator- seende;

    Abstract : Micromobility ride-share scooters (e-scooters) have become a popular mode of transport in several major cities around the world, yet several safety and accessibility issues stem from how these scooters are operated, including sidewalk riding, unsafe parking and wrong-way riding. This thesis tackles these issues through a novel, privacy-preserving, end-to-end sensor system that employs lightweight machine learning models to provide real-time feedback to users to present unsafe scooter operation. READ MORE

  3. 2. Transport mode inference by multimodal map matching and sequence classification

    University essay from KTH/Geoinformatik

    Author : Bruno Salerno; [2020]
    Keywords : transport mode inference; multimodal map matching; sequence classification;

    Abstract : Automation of travel diary collection, an essential input for transport planning, has been a fruitful line of research for the last years; in particular, concerning the problem of automatic inference of transport modes. Taking advantage of technological advance, several solutions based on the collection of mobile devices data, such as GPS locations and variables related to movement (such as speed) and motion (e. READ MORE

  4. 3. Normalizing Flow based Hidden Markov Models for Phone Recognition

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

    Author : Anubhab Ghosh; [2020]
    Keywords : Phone recognition; generative learning; Normalizing flows; Decision fusion; Speech recognition;

    Abstract : The task of Phone recognition is a fundamental task in Speech recognition and often serves a critical role in bench-marking purposes. Researchers have used a variety of models used in the past to address this task, using both generative and discriminative learning approaches. READ MORE

  5. 4. Travel Diary Semantics Enrichment of Trajectoriesbased on Trajectory Similarity Measures

    University essay from KTH/Geoinformatik

    Author : RUI LIU; [2018]
    Keywords : trajectory similarity measures; trip segmentation; tripleg segmentation; mode inference;

    Abstract : Trajectory data is playing an increasingly important role in our daily lives, as well as in commercial applications and scientific research. With the rapid development andpopularity of GPS, people can locate themselves in real time. READ MORE

  6. 5. Patterns of Communication in Live Streaming A comparison of China and the United States

    University essay from Institutionen för tillämpad informationsteknologi

    Author : Shuqian Zhou; Meimei Wang; [2017-09-12]
    Keywords : Live streaming; Communication patterns; China; the United States; Culture;

    Abstract : Live streaming as a social medium provides a multi-functional internet platform for its users to have real-time interaction with others through broadcasting live streaming videos by mobile devices and websites. It brings a new mode of communication. READ MORE