Essays about: "experiment framework"

Showing result 1 - 5 of 345 essays containing the words experiment framework.

  1. 1. 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

  3. 2. Thinking Outside the Box Inside the Chat Box - The Impact of Large Language Models on Innovation

    University essay from Göteborgs universitet/Graduate School

    Author : Carl Ericson; Mattias Eriksson; [2023-07-19]
    Keywords : Innovation; Creativity; Product Improvement; LLMs; ChatGPT;

    Abstract : Innovation is a key driver in the pursuit of development for both organizations and society. The development of large language models (LLMs) is disrupting industries and redefining various tasks traditionally performed by humans, including how innovation could be conducted. READ MORE

  4. 3. ENCOUNTERING AN EMERGENCY VEHICLE

    University essay from Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärande

    Author : Zeinab Nazari; [2023-07-03]
    Keywords : Simulator; ; driving simulation; ; EVA warning; ; driving;

    Abstract : Purpose: This thesis aims to investigate the effectiveness of the Emergency Vehicle Approaching (EVA) warning and training on drivers' behavior when encountering an emergency vehicle in a driving simulator. Theory: Cognitive load theory was adopted as a theoretical framework for this study. READ MORE

  5. 4. Acting Woman: Math Performance and Gender Identity

    University essay from Göteborgs universitet/Graduate School

    Author : Joanna Allestam; [2023-06-29]
    Keywords : ;

    Abstract : In this paper I causally explore whether perceived math ability has an impact on perceived gender identity. I base my experiment on a framework proposed by Akerlof and Kranton (2000), and randomly assign individuals to receive a signal of relatively high or relatively low math ability. READ MORE

  6. 5. Comparison of Energy Usage and Response Time for Web Frameworks

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik; Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Felicia de Mander; Wilhelm Gren; [2023]
    Keywords : web framework; server; energy usage; response time; response format;

    Abstract : Background. Environmental sustainability and reducing energy consumption are important and relevant topics today. Energy consumption by data centres is constantly increasing. One factor that could be affecting this is what web frameworks are being used. READ MORE