Essays about: "Learning Analytics"

Showing result 21 - 25 of 111 essays containing the words Learning Analytics.

  1. 21. Identifying Optimal Throw-in Strategy in Football Using Logistic Regression

    University essay from KTH/Matematisk statistik

    Author : Stephan Nieto; [2023]
    Keywords : Set-piece; throw-in; football analytics; optimal strategy; logistic regression; model assumptions; feature importance; feature transformations; gradient boosting; Fasta situationer; inkast; fotbollsanalys; optimal strategi; logistisk regression; modellantaganden; variabelvikt; variabeltransformationer; gradient boosting;

    Abstract : Set-pieces such as free-kicks and corners have been thoroughly examined in studies related to football analytics in recent years. However, little focus has been put on the most frequently occurring set-piece: the throw-in. READ MORE

  3. 22. Artificial intelligence in social work : A PRISMA scoping review on its applications

    University essay from Marie Cederschiöld högskola/Institutionen för socialvetenskap

    Author : Carl Wykman; [2023]
    Keywords : Artificial intelligence; AI; Social work; Social services; Scoping review; PRISMA-ScR; Machine learning; Natural language processing; AI applications; Predictive analytics; Artificiell intelligens; Socialt arbete; Socialtjänsten; Maskininlärning;

    Abstract : Background: Capabilities of Artificial Intelligence (AI) are rapidly advancing, as are its potential applications. Examples of the adoption of AI in social work already exist, but an overview of its manifold uses is lacking. READ MORE

  4. 23. Data analytics for unemployment incurance claims : framework, approaches, and implementations strategies

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Jonathan Bergkvist; [2023]
    Keywords : Data analytics; Prediction model; Hybrid modelling;

    Abstract : Unemployment Insurance serves as a vital economic stabiliser, offering financial assistance and promoting workforce reintegration. In Sweden, occupation-specific unemployment funds, known as "Arbetslöshetskassan" (A-KASSAN), manage these claims. READ MORE

  5. 24. Anomaly detection with machine learning methods at Forsmark

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Simon Sjögren; [2023]
    Keywords : machine learning; nuclear power; nuclear power plant; anomaly detection; anomaly; data processing; data-driven; autoencoder; maskininlärning; kärnkraft; kärnkraftverk; Forsmark; anomalidetektion; anomali; databehandling;

    Abstract : Nuclear power plants are inherently complex systems. While the technology has been used to generate electrical power for many decades, process monitoring continuously evolves. There is always room for improvement in terms of maximizing the availability by reducing the risks of problems and errors. READ MORE

  6. 25. Geospatial Timeseries Imputation using Deep Neural Networks

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Mattis Kienmayer; [2022]
    Keywords : ;

    Abstract : With the advancement of technology, data collection has become a big part of many industries.Large amounts of data can be used for analytics purposes, and give companies the opportunityto offer a wider range of services to their customers. READ MORE