Essays about: "Binary choice model"

Showing result 1 - 5 of 26 essays containing the words Binary choice model.

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

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

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

    Abstract : 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. READ MORE

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

    University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

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

    Abstract : 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. READ MORE

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

    University essay from Lunds universitet/Matematisk statistik

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

    Abstract : 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. READ MORE

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

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Erik Granberg; [2021]
    Keywords : ;

    Abstract : 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. READ MORE

  6. 5. How to make the most of open data? A travel demand and supply model for regional bicycle paths

    University essay from KTH/Transport och systemanalys

    Author : Laurent Cazor; [2021]
    Keywords : Planning Support System PSS ; Four-Step Model; Gravity Model; Distance-Decay function; Binary Logit Model; Level of Traffic Stress LTS ; Geographic Information System GIS ;

    Abstract : Detta examensarbete syftar till att svara på ett av Trafikverket fastställt problem: en gemensam regional cykelplanerings process skulle göra dem billigare och mer jämförbara. De erbjuder för närvarande planerarna en modell som utvecklades av Kågeson 2007. READ MORE