Sökning: "binary choice model"

Visar resultat 1 - 5 av 30 uppsatser innehållade orden binary choice model.

  1. 1. Data-Driven Traffic Forecasting for Completed Vehicle Simulation: : A Case Study with Volvo Test Trucks

    Magister-uppsats, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Samaneh Shahrokhi; [2023]
    Nyckelord :supervised machine learning; traffic forecasting; vehicle presence prediction; binary classification; ensemble learning; feature engineering; hyperparameter tuning; data-driven analysis;

    Sammanfattning : This thesis offers a thorough investigation into the application of machine learning algorithms for predicting the presence of vehicles in a traffic setting. The research primarily focuses on enhancing vehicle simulation by employing data-driven traffic prediction methods. The study approaches the problem as a binary classification task. LÄS MER

  3. 2. Facial recognition techniques comparison for in-field applications : Database setup and environmental influence of the access control

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för visuell information och interaktion

    Författare :Gustav Norvik; [2022]
    Nyckelord :facial recognition; deep learning; machine learning; computer vision; image processing; artificial intelligence;

    Sammanfattning : A currently ongoing project at Stanley Security is to develop a facial recognition system as access control system to prevent theft of heavy vehicles for terrorist purposes. As of today, there are several providers of facial recognition techniques and the spectrum ranges from multi dollar licenses to easy access open source. LÄS MER

  4. 3. De kom, de klickade, de övergav

    Kandidat-uppsats, Lunds universitet/Statistiska institutionen

    Författare :Kim Thurow; [2022]
    Nyckelord :webbstatistik; e-handel; övergivna kundkorgar; logistisk regression; B2C; köpresa; digital analys; retail; statistik.; Mathematics and Statistics;

    Sammanfattning : This thesis analyses web statistics belonging to a national B2C e-commerce in retail. The purpose of the thesis is to investigate abandoned carts amongst logged in customers with at least one product added in to their cart and at least one visit to the payment page. LÄS MER

  5. 4. Self-Supervised Learning: Land Classification of Satellite Imagery

    Kandidat-uppsats, Lunds universitet/Matematisk statistik

    Författare :Robert Skoglund; [2022]
    Nyckelord :Self-supervised learning; remote sensing; land classification; SimCLR; Mathematics and Statistics;

    Sammanfattning : The rise of self-supervised learning has granted a deeper level of generalized machine learning capable of learning semantic representations without any use of labelling. With 700 satellites orbiting Earth and generating terabytes of unlabelled data daily, satellite imagery serves as a particularly enticing data set for self-supervised learning, containing rich information with many applicable domains,such as agriculture. LÄS MER

  7. 5. Comparing priority queues with support for priority updates at arbitrary indexes

    Kandidat-uppsats, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Erik Granberg; [2021]
    Nyckelord :;

    Sammanfattning : The research software URDME makes use of a priority queue that has support for updating the priority of enqueued elements at arbitrary indexes. To achieve this URDME currently relies on a Binary Heap. LÄS MER