Sökning: "Data-driven approach"

Visar resultat 1 - 5 av 252 uppsatser innehållade orden Data-driven approach.

  1. 1. Exploring Automated Early Problem Identification Based on Diagnostic Trouble Codes

    Master-uppsats, Institutionen för tillämpad informationsteknologi

    Författare :Mathias Forsman; Yihan Yang; [2024-03-05]
    Nyckelord :Automotive Industry; Early Problem Identification; Diagnostic Trouble Code; Case Study; Laboratory Experiment ; Machine Learning; Linear Regression; K-means Clustering;

    Sammanfattning : In the current automotive industry, problem identification is a reactive process. It starts when the customer experiences a vehicle problem and goes to the workshop. Subsequently, all the problem-related data will be collected from the workshop and forwarded to the vehicle manufacturer. LÄS MER

  3. 2. Datadrivet beslutsfattande och kompetensutveckling: En intervjustudie om databaserad beslutsfattning och kompetensutveckling i fotbollsorganisationer

    Kandidat-uppsats, Göteborgs universitet/Företagsekonomiska institutionen

    Författare :Theodor Egnell; Noah Simonsson; [2024-02-13]
    Nyckelord :Datadrivet beslutsfattande; Datadriven rekrytering Dataanalys; Kompetensutveckling; RBV; BDA; Fotbollsorganisationer;

    Sammanfattning : This study explores the shift in football recruitment from traditional scouting to data-driven methods, focusing on Sweden. It investigates how football organizations can enhance competency for effective data-driven recruitment. LÄS MER

  4. 3. Measuring the Utility of Synthetic Data : An Empirical Evaluation of Population Fidelity Measures as Indicators of Synthetic Data Utility in Classification Tasks

    Master-uppsats, Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Författare :Alexander Florean; [2024]
    Nyckelord :Synthetic Data; Machine Learning; Population Fidelity Measures; Utility Metrics; Synthetic Data Quality Evaluation; Classification Algorithms; Utility Estimation; Data Privacy; Artificial Intelligence; Experiment Framework; Model Performance Assessment; Syntetisk Data; Maskininlärning; Population Fidelity Mätvärden; Användbarhetsmätvärden; Kvalitetsutvärdering av Syntetisk Data; Klassificeringsalgoritmer; Användbarhetsutvärdering; Dataintegritet; Artificiell Intelligens; AI; Experiment Ramverk; Utvärdering av Modellprestanda;

    Sammanfattning : In the era of data-driven decision-making and innovation, synthetic data serves as a promising tool that bridges the need for vast datasets in machine learning (ML) and the imperative necessity of data privacy. By simulating real-world data while preserving privacy, synthetic data generators have become more prevalent instruments in AI and ML development. LÄS MER

  5. 4. Leading the Change - Digital Leaders Facilitating MNEs’ Investment Behaviour

    Master-uppsats, Göteborgs universitet/Graduate School

    Författare :Patricia Jahn; Veronika Barta; [2023-07-19]
    Nyckelord :Digital investment behaviour; Digital transformation; Digitalisation; Digital leadership; Organisational change; Digital capabilities; Digital strategy;

    Sammanfattning : In our ever-changing world guided by technological advancements and data-driven disruptions, enterprises need adaptation and development strategies to stay competitive. Digital transformation (DT) has great potential to help organisations maintain their market position in these turbulent times. LÄS MER

  7. 5. Inventory management of redundant components in a highly automated environment - A case study at a manufacturing company

    Master-uppsats, Göteborgs universitet/Graduate School

    Författare :Gunnar Bodin; Johannes Miari; [2023-07-03]
    Nyckelord :Automation; Inventory management; Redundant components; Materials flows; AGVs;

    Sammanfattning : SKF is a leading manufacturer of bearings, seals, lubrication systems, and condition monitoring systems. Since its beginning in 1907, the company has grown steadily, and now it serves clients in over 130 countries worldwide. LÄS MER