Sökning: "Visual Analytics"

Visar resultat 1 - 5 av 38 uppsatser innehållade orden Visual Analytics.

  1. 1. MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels in Stacking Ensemble Learning

    Kandidat-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Författare :Ilya Ploshchik; [2023]
    Nyckelord :Visualization; interaction; metamodels; validation metrics; predicted probabilities; stacking; stacked generalization; ensemble learning; machine learning;

    Sammanfattning : Stacking, also known as stacked generalization, is a method of ensemble learning where multiple base models are trained on the same dataset, and their predictions are used as input for one or more metamodels in an extra layer. This technique can lead to improved performance compared to single layer ensembles, but often requires a time-consuming trial-and-error process. LÄS MER

  3. 2. Data Visualization of Software Test Results : A Financial Technology Case Study

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

    Författare :Elvira Dzidic; [2023]
    Nyckelord :Software testing; Regression testing; Visualization dashboard; Test results; Visual analytics; Quality assurance; Mjukvarutestning; Regressionstestning; Visualiseringsdashboard; Test resultat; Visuell Analys; Kvalitetssäkring;

    Sammanfattning : With the increasing pace of development, the process of interpreting software test results data has become more challenging and time-consuming. While the test results provide valuable insights into the software product, the increasing complexity of software systems and the growing volume of test data pose challenges in effectively analyzing this data to ensure quality. LÄS MER

  4. 3. Online Users’ Attitude Towards Web Tracking & Its Potential Effects On Future Web Analytics Tools

    Kandidat-uppsats, Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Författare :Ida Lam; Mathilda Börtz; [2022]
    Nyckelord :web tracking; web analytics; online users; online ethics;

    Sammanfattning : The topic of the thesis was proposed by the company X. The purpose of the thesis is to gather an understanding of how online users perceive web tracking and web analytics. LÄS MER

  5. 4. Computer Vision in Fitness: Exercise Recognition and Repetition Counting

    Master-uppsats, KTH/Matematik (Avd.)

    Författare :Anna Barysheva; [2022]
    Nyckelord :Exercise classification; human action recognition; repetition counting; skeletal motion recognition; unsupervised machine learning; Övningsklassificering; igenkänning av mänsklig handling; upprepningsräkning; igenkänning av skelettrörelse; oövervakad maskininlärning;

    Sammanfattning : Motion classification and action localization have rapidly become essential tasks in computer vision and video analytics. In particular, Human Action Recognition (HAR), which has important applications in clinical assessments, activity monitoring, and sports performance evaluation, has drawn a lot of attention in research communities. LÄS MER

  7. 5. Building a Modular Analytics Platform for 3D Home Design

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

    Författare :Jesper Öhman; [2022]
    Nyckelord :3D Home Design; Analytics; API; Application Programming Interface; Data Aggregation;

    Sammanfattning : With society undergoing a large-scale technological revolution, companies often find themselves having to adapt by developing digitized products and applications. However, these applications typically produce large amounts of data. LÄS MER