Essays about: "Universal Distribution"

Showing result 1 - 5 of 50 essays containing the words Universal 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. Improving network performance with a polarization-aware routing approach

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jingyi Pan; [2023]
    Keywords : Traffic engineering; Hash function; Multipath routing; Trafikteknik; Hash-funktion; Flervägsdirigering;

    Abstract : Traffic polarization in networks refers to the phenomenon where traffic tends to concentrate along specific routes or edges when doing multipath routing, leading to imbalanced flow patterns. This spatial distribution of traffic can result in congested and overburdened links, while other routes remain underutilized. READ MORE

  4. 3. Study Of Universal Islanding Detection Techniques In Distributed Generation Systems

    University essay from Linnéuniversitetet/Institutionen för fysik och elektroteknik (IFE)

    Author : Ochai Ochalla Danladi; [2023]
    Keywords : Distributed Generation; Islanding; Quality Factor; Resonance Frequency; Low Voltage; Medium Voltage; Electronic Power Converter; Inverter;

    Abstract : Energy security, global warming, and climate change have been a major source of global discussions and development. Likewise, the rising cost of electricity for consumers and exponential demand for energy are major factors driving the incremental growth and integration of sustainable forms of energy generation into power the system cycle. READ MORE

  5. 4. Health Care for All : A Qualitative Exploration of Health, Space, and Accessability in Kajiado, Kenya.

    University essay from Malmö universitet/Institutionen för vårdvetenskap (VV)

    Author : Alice Ewing; [2023]
    Keywords : Accessibility; Kenya; Nursing; Spatiality; Universal Health Care.; Allmän hälso- och sjukvård; Kenya; Rumslighet; Tillgänglighet; Omvårdnad.;

    Abstract : Background: Health inaccessibility is a global phenomenon: as of today, askewed distribution of health care can be seen in both low- and high-incomecountries. Mostly affected are however nomadic people in Sub-Saharan Africa. READ MORE

  6. 5. THE LINGUISTIC STRUCTURE OF WIKIPEDIA A multilingual analysis and comparison of the language used in Wikipedia articles

    University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

    Author : Patricia Grau Francitorra; [2022-06-20]
    Keywords : Abstract Wikipedia; Syntactic Analysis; Universal Dependencies; Grammatical Framework; UDPipe 2.0; Syntactic Patterns;

    Abstract : Wikipedia is a great source of knowledge, but due to its open-collaboration nature, it presents some limitations. Namely, the uneven distribution of content, the low overlap in topic coverage, the differences in the comprehensiveness of articles, and the low number of editors. READ MORE