Essays about: "informed machine learning"

Showing result 1 - 5 of 36 essays containing the words informed machine learning.

  1. 1. Applying ChatGPT in AI-based dynamic video game narrative generation system

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

    Author : Arturs Umbraško; Robert Drury; [2023-10-23]
    Keywords : Computer; science; engineering; thesis; ChatGPT; OpenAI; games; narrative; machine learning; interaction design;

    Abstract : ChatGPT’s release and general availability has the potential to create new possibilities for storytelling in games. There are potential benefits of leveraging ChatGPT to generate a narrative at runtime in a video game, as well as possible resulting pitfalls. READ MORE

  3. 2. Generative AI as a Tool for Swedish Startups - A qualitative study on how Generative AI can affect Swedish startups

    University essay from Göteborgs universitet/Graduate School

    Author : Filippa Gyllensvärd; Olivia Hiljegren; [2023-07-19]
    Keywords : Generative AI; Startup; Entrepreneurship; Innovation; Thematic analysis; Machine learning;

    Abstract : In today's rapidly evolving technological landscape, startups are constantly seeking new ways to innovate and stay ahead of the competition. One promising innovation is Generative AI, which uses large datasets to generate original content such as images, music, code, or text (McKinsey & Company, 2022). READ MORE

  4. 3. ASSESSING PUBLIC OPINION ON ALGORITHMIC FAIRNESS Reviewing practical challenges and the role of contextual factors

    University essay from Institutionen för tillämpad informationsteknologi

    Author : Veronica Kecki; [2023-02-01]
    Keywords : AI; artificial intelligence; ML; machine learning; algorithms; algorithmic decision-making; fairness; socio-technical design; AI ethics;

    Abstract : AI ethicists often claim that where algorithmic decision-making is impacting human lives, it is crucial to strive for transparency and explainability. As one form of achieving these, some authors have argued for socio-technical design of AI systems that involves the user in the design process. READ MORE

  5. 4. Expert Knowledge Elicitation for Machine Learning : Insights from a Survey and Industrial Case Study

    University essay from Jönköping University/Jönköping AI Lab (JAIL)

    Author : Samuel Svensson; Oskar Persson; [2023]
    Keywords : knowledge elicitation; machine learning; expert knowledge; informed machine learning; hybrid machine learning; survey; taxonomy;

    Abstract : While machine learning has shown success in many fields, it can be challenging when there are limitations with insufficient training data. By incorporating knowledge into the machine learning pipeline, one can overcome such limitations. Therefore, eliciting expert knowledge can play an important role in the machine learning project pipeline. READ MORE

  6. 5. Physiology-Guided Machine Learning for Improved Reliability of Non-Invasive Assessment of Pulmonary Hypertension

    University essay from Linköpings universitet/Avdelningen för medicinsk teknik

    Author : Frida Hermansson; [2023]
    Keywords : Pulmonary Hypertension; pulmonary hypertension; improving; physiological-guided; machine learning; neural networks; NN; artificial neural networks; non-invasive; PH; tricuspid regurgitation; peak tricuspid regurgitation velocity; tricuspid regurgitation velocity; right ventricular systolic pressure; VGG16; Unet; TR-CNN; CNN; pulmonell hypertension; förbättra; fysiologisk-guidning; neurala nätverk; trikuspidal regurgitation; maximal trikuspidal regurgitation; icke-invasivt;

    Abstract : Diagnosing pulmonary hypertension (PH) with right heart catheterization (RHC) is associated with a risk for complications and high expenses, leading to late diagnoses [1]. Transthoracic echocardiography can be used to assess non-invasive indicators for PH such as right ventricular systolic pressure (RVSP), which can be estimated by combining the peak tricuspid regurgitation velocity (TRV) with the estimated right arterial pressure (RAP). READ MORE