Essays about: "importance of performance information"

Showing result 1 - 5 of 324 essays containing the words importance of performance information.

  1. 1. 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

  3. 2. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder

    University essay from Lunds universitet/Fysiska institutionen

    Author : Max Svensson; [2024]
    Keywords : Machine Learning; Self-supervised learning; AI; Physics; Medicine; Physics and Astronomy;

    Abstract : We introduce Mix Encoder, a novel self-supervised learning framework for deep tabular data models based on Mixup [1]. Mix Encoder uses linear interpolations of samples with associated pretext tasks to form useful pre-trained representations. READ MORE

  4. 3. Named Entity Recognition for Detecting Trends in Biomedical Literature

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Betty Törnkvist; [2024]
    Keywords : NLP NER CHO;

    Abstract : The number of publications in the biomedical field increases exponentially, which makes the task of keeping up with current research more and more difficult. However, rapid advances in the field of Natural Language Processing (NLP) offer possible solutions to this problem. READ MORE

  5. 4. Understanding the Dynamics of Brand Loyalty in National team sports - A Qualitative study of brand management within professional team sports”

    University essay from Göteborgs universitet/Graduate School

    Author : William Nordlund; Mattias Johansson; [2023-07-03]
    Keywords : Brand Experience; Brand Communities; Brand loyalty; Sports Marketing; Sport fans;

    Abstract : In previous research there has been acknowledgement about the importance of Brand loyalty in sports, where the brand experience can function as a tool to create loyalty among fans. Brand communities have proven to have positive effects on customer satisfaction and brand loyalty in sports. 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