Essays about: "data value"

Showing result 1 - 5 of 5209 essays containing the words data value.

  1. 1. Feature Selection for Microarray Data via Stochastic Approximation

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Erik Rosvall; [2024-03-18]
    Keywords : feature selection; feature ranking; microarray data; stochastic approximation; Barzilai and Borwein method; Machine Learning; AI;

    Abstract : This thesis explores the challenge of feature selection (FS) in machine learning, which involves reducing the dimensionality of data. The selection of a relevant subset of features from a larger pool has demonstrated its effectiveness in enhancing the performance of various machine learning algorithms. READ MORE

  3. 2. Unraveling Paradoxical Tensions in Digital Servitization Ecosystems : A case study in the mining industry

    University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

    Author : Johannes Åström; Jakob Karlelid; [2024]
    Keywords : Digital servitization; Ecosystem; Paradoxes; Tensions; Digital tjänstefiering; Ekosystem; Paradoxer; Spänningar;

    Abstract : Purpose - This study aims to understand what paradoxical tensions arise within an ecosystem when companies collectively pursue digital servitization and how these tensions impact value co-creation. Method -  The study is an explorative single-case study based on the mining industry in Sweden and involves respondents from industry-leading organizations. READ MORE

  4. 3. Vertical movement asymmetries in 3-year-old SWB horses and their associations with scores in Young Horse Tests

    University essay from SLU/Dept. of Anatomy, Physiology and Biochemistry

    Author : Anna Kallings Larsson; [2024]
    Keywords : orthopaedic health; objective gait assessment; conformation; linear profiling; movement asymmetry; artificial intelligence; computer vision; Swedish Warmblood;

    Abstract : To improve equine performance and welfare, many attempts have been made to investigate associations between performance, longevity, orthopaedic health, conformation and talent. Causal relationships between these qualities supported by strong scientific evidence are lacking. READ MORE

  5. 4. Predicting True Sepsis and Culture-positive Sepsis in Intensive Care Unit with Machine Learning Techniques

    University essay from Lunds universitet/Matematisk statistik

    Author : Zeyuan Wu; [2024]
    Keywords : Machine Learning; Diagnosis of Sepsis; XGBoost; Logistic Regression; Mathematics and Statistics;

    Abstract : Sepsis, a serious medical condition often leading to patients requiring intensive care, has prompted numerous scientists to employ mathematical techniques to aid in its diagnosis. This thesis uses logistic regression and a machine learning technique, XGBoost, to predict true sepsis (as opposed to sepsis mimics) and culture-positive sepsis (among true sepsis) in critical care using blood test results, physiological measurements and other patient characteristics. READ MORE

  6. 5. Economic openness and income growth in Africa : A study on the impact of economic openness on income growth in African countries in the period from 2010 to 2020

    University essay from Umeå universitet/Nationalekonomi

    Author : Abdelhaleem Hassan; [2024]
    Keywords : ;

    Abstract : Purpose: The objective of this investigation is to analyze the correlation between economic openness and income growth in African nations, elucidating the potential impact of liberalized economic measures on the economic development and prosperity of countries across the continent. Design/Methodology/Approach: The research employs a quantitative methodology, utilizing panel data spanning eleven years, to scrutinize the correlation between economic openness and income growth in Africa. READ MORE