Essays about: "Data-driven approach"

Showing result 1 - 5 of 225 essays containing the words Data-driven approach.

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

    University essay from Institutionen för tillämpad informationsteknologi

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

    Abstract : 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. READ MORE

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

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Alexander Florean; [2024]
    Keywords : 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;

    Abstract : 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. READ MORE

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

    University essay from Göteborgs universitet/Graduate School

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

    Abstract : 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. READ MORE

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

    University essay from Göteborgs universitet/Graduate School

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

    Abstract : 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. READ MORE

  6. 5. Data Democratisation in the Realm of Digital Transformation : Organisational Approach towards Data Democratisation

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Jobin Jose; [2023]
    Keywords : Data Democratisation; Data Democratization; Data Democratisation and Digital Transformation;

    Abstract : The thesis shed light into the connectivity between the Organization and Employees in terms of their acceptance and contribution towards Digital Transformation initiatives through the different elements of Data Democratisation. The study identifies Six key elements of Data Democratisation and how these elements are incorporated to successfully steer Digital Transformation in the organization. READ MORE