Essays about: "post hoc analysis"

Showing result 1 - 5 of 37 essays containing the words post hoc analysis.

  1. 1. Generating an Interpretable Ranking Model: Exploring the Power of Local Model-Agnostic Interpretability for Ranking Analysis

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Laura Galera Alfaro; [2023]
    Keywords : Explainable Artificial Intelligence; Learning To Rank; Local ModelAgnostic Interpretability; Ranking Generalized Additive Models;

    Abstract : Machine learning has revolutionized recommendation systems by employing ranking models for personalized item suggestions. However, the complexity of learning-to-rank (LTR) models poses challenges in understanding the underlying reasons contributing to the ranking outcomes. READ MORE

  2. 2. Flexural strength of dental restoratives

    University essay from Umeå universitet/Institutionen för odontologi

    Author : Mikael Blennow; Ahmed Al-Ahmed; [2023]
    Keywords : Flexural strength; porosity;

    Abstract : Background: New dental restorative material, “Cention Forte” and “Admira Fusion” have been available on the market for quite some time but are still new in comparison with traditional resin-based composite, “Ceram.x Spectra ST” and glass ionomer cement, “GC Fuji II LC”. READ MORE

  3. 3. Developing a highly accurate, locally interpretable neural network for medical image analysis

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Rony David Ventura Caballero; [2023]
    Keywords : XAI; Interpretability; Computer vision; Pediatric pneumonia; Chest radiograph;

    Abstract : Background Machine learning techniques, such as convolutional networks, have shown promise in medical image analysis, including the detection of pediatric pneumonia. However, the interpretability of these models is often lacking, compromising their trustworthiness and acceptance in medical applications. READ MORE

  4. 4. Generation Z Consumers' Attitudes towards Body Diversity in Fashion Advertisements : A quantitative study on the effect of consumers' own body size to their attitude

    University essay from Umeå universitet/Företagsekonomi

    Author : Amanda Hallberg; [2023]
    Keywords : Fashion advertising; body diversity; body positivity; generation Z; fashion industry; Instagram marketing; social media marketing; consumer attitudes; purchase intentions;

    Abstract : This thesis is investigating how consumers’ attitudes on fashion advertisements are affected by the models featured in the advertisements, with the consumers’ own body size being taken into consideration. The topic for the thesis was formed when conducting a thorough literature search, which revealed a gap in research. READ MORE

  5. 5. Comparison of graph databases and relational databases performance

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Einar Asplund; Johan Sandell; [2023]
    Keywords : Data Science; Graph database; Relational database; Performance; Benchmark; ANOVA; Computer and System Sciences;

    Abstract : There has been a change of paradigm in which way information is being produced, processed, and consumed as a result of social media. While planning to store the data, it is important to choose a suitable database for the type of data, as unsuitable storage and analysis can have a noticeable impact on the system’s energy consumption. READ MORE