Essays about: "Syntetisk Innovation"

Found 2 essays containing the words Syntetisk Innovation.

  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. Synthetic Innovation and Hidden Problems: Qualitative Insights on Open Innovation for Hidden Problems in Sweden

    University essay from KTH/Industriell ekonomi och organisation (Inst.)

    Author : Fabian Assarsson; [2018]
    Keywords : Innovation Theory; Open Innovation; Synthetic Innovation; Innovation Strategy; Strategy; Management; Innovationsteori; Öppen Innovation; Syntetisk Innovation; Innovationsstrategi; strategi; Management;

    Abstract : Huvudsyftet med denna uppsats är att analysera hur svenska organisationer arbetar med öppen innovation, i vilka former de gör det och vilken typ av innovationer de producerar. Uppsatsen definierar även uttryckligen begreppet "dolda problem" inom organisationer och kopplar sedan det till innovationsteori. READ MORE