Sökning: "K-Nearest Neighbours"

Visar resultat 6 - 10 av 28 uppsatser innehållade orden K-Nearest Neighbours.

  1. 6. Topologica linteractions in a multi-layered flocking system

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Malin Liedholm; [2023]
    Nyckelord :Flock simulation; Topological interaction; Multi-layered flocking system; knearest neighbour; Boids; Unity3D; Flocksimulering; Topologisk interaktion; Flerskiktigt flockningssystem; knärmaste granne; Boids; Unity3D;

    Sammanfattning : With the multi-layered flocking system it is possible to simulate flocks that contain different types of agents that can be of various different sizes (variations in bounding radius and height). In the original implementation, the multi-layered flocking system uses a metric distance to find the nearest-neighbours of agents. LÄS MER

  3. 7. Developing Machine Learning-based Recommender System on Movie Genres Using KNN

    Master-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskap

    Författare :Anthony Ezeh; [2023]
    Nyckelord :: Movie Recommender System; Machine Learning; Content-based Filtering; Collaborative Filtering; KNN Algorithms; Classification Algorithm;

    Sammanfattning : With an overwhelming number of movies available globally, it can be a daunting task for users to find movies that cater to their individual preferences. The vast selection can often leave people feeling overwhelmed, making it challenging to pick a suitable movie. LÄS MER

  4. 8. Socio-Geographical Mobilities : A Study of Compulsory School Students’ Mobilities within Metropolitan Stockholm’s Deregulated School Market

    Master-uppsats, Uppsala universitet/Institutionen för pedagogik, didaktik och utbildningsstudier

    Författare :Rina Wahls; [2022]
    Nyckelord :school market; big data; mobility; k-nearest neighbour;

    Sammanfattning : The Swedish educational reforms of the 1990s introduced a choice- and voucher-based system, which allowed students to choose schools regardless of their proximity to them. As a consequence, new opportunities for geographical disparities in educational provisions as well as in home-to- school mobilities have emerged. LÄS MER

  5. 9. A Comparison of Machine Learning Algorithms for Predicting Winners of League of Legends Matches

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Mikael Jafari; Joel Olbe; [2021]
    Nyckelord :;

    Sammanfattning : League of Legends is one of the largest online multiplayer games played by millions around the world. This report has studied the accuracy and efficiency of five different machine learning algorithms in predicting the winner in a match of League of Legends with data collected ten minutes after it started. LÄS MER

  7. 10. Natural Fingerprinting of Steel

    Uppsats för yrkesexamina på avancerad nivå, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Johannes Strömbom; [2021]
    Nyckelord :fingerprinting; laser speckles; speckle correlation; scattering transform; wavelets; feature detection;

    Sammanfattning : A cornerstone in the industry's ongoing digital revolution, which is sometimes referred to as Industry 4.0, is the ability to trace products not only within the own production line but also throughout the remaining lifetime of the products. LÄS MER