Browsing Graduate School - MU Theses and Dissertations (MU) by Thesis Department "Data Science and Analytics (MU)"
Now showing items 1-10 of 10
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Assessing the quality and distribution of news in local television and newspaper markets using data science methods
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 5/1/2024] Increasingly over the last two decades, U.S. newspapers have struggled with declining readership, decreasing revenues and competition from social media companies, among other challenges. More ... -
Enhancing network intrusion detection through robust machine learning models : a comparative analysis
(University of Missouri--Columbia, 2023)The proliferation of WiFi-enabled smart devices in enterprise IoT networks introduces both enhanced consumer experiences and significant security vulnerabilities. Anticipating a rise to 46.5 percent adoption in US enterprise ... -
Land valuation using an innovative model combining machine learning and spatial context
(University of Missouri--Columbia, 2023)Valuation predictions are used by buyers, sellers, regulators, and authorities to assess the fairness of the value being asked. Urbanization demands a modern and efficient land valuation system since the conventional ... -
N-of-1 : better living through self-experimentation
(University of Missouri--Columbia, 2023)This project's aim was to create a platform for personalized health data analysis, testing, and prediction, making it easier for ordinary people who are interested in N-of-1 trials to do their own self-experiments and take ... -
Quantlyzer : an R package for automated exploratory and predictive data analysis
(University of Missouri--Columbia, 2023)Machine learning (ML) and statistical algorithms have been significantly used in various applications, such as data classification, predictive regression, and feature selection. As the need for data-driven insights continues ... -
Scholar Team Finder - link prediction model for identifying scholars in academic social networks
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 5/1/2024] Collaborations between scholars from multiple fields are becoming more common in research tasks. However, identifying suitable co-workers can be a challenging and time-consuming process. In ... -
Semantic segmentation of land use and land cover for mapping agricultural activities
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 12/1/2024] Over the decades, deep neural network computer vision architectures have im- proved their image segmentation and classification performance based on multidis- ciplinary efforts answering a variety ... -
A study of effectiveness of simulated data in classifying Alzheimer's disease status using MRS parameters
(University of Missouri--Columbia, 2023)In vivo magnetic resonance spectroscopy, or MRS, has the potential to identify meaningful differences in the neurochemical profiles of patients with Alzheimer's disease (AD) relative to healthy controls, especially at ... -
A study of sentiment analysis on customer reviews
(University of Missouri--Columbia, 2023)The way people shop has changed thanks to the internet and lots of e-commerce like Amazon, Etsy, and Best Buy. In the past, people went to the store and examined products there. Now, people decide on purchasing a product ... -
Understanding the human psychology towards relationships using the Reddit dataset
(University of Missouri--Columbia, 2022)There is an increasing interest in exploiting social media data to address problems in various domains, including social science and psychology. Reddit is a well-known social media platform that promotes user interactions ...