Essays about: "Empirisk distribution"

Showing result 1 - 5 of 23 essays containing the words Empirisk distribution.

  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. An empirical comparison of generative capabilities of GAN vs VAE

    University essay from KTH/Datavetenskap

    Author : Norma Cristina Cueto Ceilis; Hanna Peters; [2022]
    Keywords : ;

    Abstract : Generative models are a family of machine learning algorithms that are aspire to enable computers to understand the real world. Their capability to understand the underlying distribution of data enables them to generate synthetic data from the data they are trained on. READ MORE

  4. 3. Market Surveillance Using Empirical Quantile Model and Machine Learning

    University essay from KTH/Matematik (Avd.)

    Author : Daniel Landberg; [2022]
    Keywords : Market surveillance; Outlier detection; Empirical quantiles; Empirical distribution; Isolation forest; Principal Component Analysis; PCA; Finance; Marknadsövervakning; Extremvärdes upptäckt; Empiriska kvantiler; Empirisk distribution; Isolationsskog; Huvudkomponent analys; Finans;

    Abstract : In recent years, financial trading has become more available. This has led to more market participants and more trades taking place each day. The increased activity also implies an increasing number of abusive trades. To detect the abusive trades, market surveillance systems are developed and used. READ MORE

  5. 4. Ergonomic product development within dentistry : An empirical study with focus on strain issues in the hand-/armextremities, and recommendations for future product development

    University essay from KTH/Maskinkonstruktion (Inst.)

    Author : Ebba Hedberg; Emelie Laurent; [2022]
    Keywords : Dental care; Hand- arm extremities; Ergonomics; Strain issues; Musculoskeletal disorders; and Product development; Tandvård; Hand- armregion; Ergonomi; Belastningsbesvär; Muskuloskeletala sjukdomar och Produktutveckling;

    Abstract : This report presents a Master of Science Thesis, conducted at the Royal Institute of Technology, within Industrial Design Engineering, in collaboration with the privately owned healthcare company Praktikertjänst AB. The purpose of this project was to investigate the distribution of injuries and issues in the hand-/arm extremities among dentistry personnel, as well as explore the possibility to prevent these to emerge. READ MORE

  6. 5. Off-hour Deliveries as a Sustainable Alternative : A case study of a Swedish recycling company

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

    Author : Mursal Hassas; Signy Yu Liu; [2021]
    Keywords : Off-hour deliveries; Freight transportation; Congestion; Traffic efficiency; Emission; Logistics; Recycling industry; Off - hour leveranser; Godstransport; Trängsel; Trafik effektivitet; Avgaser; Logistik; Återvinning industri;

    Abstract : Global climate change is already having a noticeable impact on the environment that threatens the future of all species including humans. Unfortunately, it is currently accelerating and global temperatures will continue to rise in the coming decades mainly due to greenhouse gases produced by human activities in daily life. READ MORE