Sökning: "Empirical models"

Visar resultat 6 - 10 av 1818 uppsatser innehållade orden Empirical models.

  1. 6. 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

  3. 7. How to Draw a Circle: Investigating Relationship Management in Circular Business Companies

    C-uppsats, Handelshögskolan i Stockholm/Institutionen för företagande och ledning

    Författare :Louise Lee Hultberg; Aidan Luke Catterall Byrne; [2024]
    Nyckelord :Circular Business Models; Sustainability; Relationship Management; Circular Ecosystems; Constructivist Grounded Theory;

    Sammanfattning : Despite the recent surge in circular business model (CBM) research, the discipline is still in its infancy. The field is primarily driven by practitioners and lacks suggestive frameworks, which complicates current CBM trials. LÄS MER

  4. 8. Education, Age Cohort, and The Status Quo of Microentrepreneurs: Evidence from Chinese "Double Innovation" Reform

    D-uppsats, Handelshögskolan i Stockholm/Institutionen för nationalekonomi

    Författare :Qingrong Wu; [2024]
    Nyckelord :Self-employment; Young Cohort with High Educational Degrees; Fuzzy Regression Discontinuity Design; Difference in Difference Model; Policy Focused Study;

    Sammanfattning : This paper examines the effectiveness of the Chinese "Double Innovation" Reform and "Entrepreneurship Leading" Policy on labor outcomes using Chinese Family Panel Studies (CFPS) from 2010 to 2020. The study employs fuzzy regression discontinuity design and difference-in-difference models to analyze their effects on high educational degrees, self-employment, and salaried employment. LÄS MER

  5. 9. Utilizing energy-saving techniques to reduce energy and memory consumption when training machine learning models : Sustainable Machine Learning

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

    Författare :Khalid El Yaacoub; [2024]
    Nyckelord :Sustainable AI; Machine learning; Quantization-Aware Training; Model Distillation; Quantized Distillation; Siamese Neural Networks; Continual Learning; Experience Replay; Data Efficient AI; Energy Consumption; Energy-Savings; Sustainable ML; Computation resources; Hållbar maskin inlärning; Hållbar AI; Maskininlärning; Quantization-Aware Training; Model Distillation; Quantized Distillation; siamesiska neurala nätverk; Continual Learning; Experience Replay; Dataeffektiv AI; Energiförbrukning; Energibesparingar; Beräkningsresurser;

    Sammanfattning : Emerging machine learning (ML) techniques are showing great potential in prediction performance. However, research and development is often conducted in an environment with extensive computational resources and blinded by prediction performance. LÄS MER

  7. 10. A Literature Review of Trends, Attitudes and Multilingual Learning in Research on Cross-Linguistic Influence

    Uppsats för yrkesexamina på grundnivå, Göteborgs universitet / Lärarutbildningsnämnden

    Författare :Malin Bergman; Alma Engström; [2023-11-14]
    Nyckelord :cross-linguistic influence; transfer; multilingualism; third language acquisition; language learning;

    Sammanfattning : This literature review identifies what trends and attitudes can be found and how the multilingual learning process is depicted in research on cross-linguistic influence (CLI) between 2009 and 2023. The aim of this is partly to investigate the changes that have followed the EU’s commitment to reinforce multilingualism and to compare current research with historical findings. LÄS MER