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Influence role recognition and scholar recommendation in Academic Social Networks
(University of Missouri--Columbia, 2024)[EMBARGOED UNTIL 08/01/2025] Identifying scholars and their relevant publications within interdisciplinary collaborations in an Academic Social Network (ASN) is pivotal for advancing scientific knowledge. This task is ... -
Reducing false fall alerts in fall detection using deep learning models
(University of Missouri--Columbia, 2024)Fall-related injuries pose a significant threat to older adults, with a 50 percent likelihood of mortality within six months if immobilized for over an hour after a fall. Effective fall detection and intervention strategies ... -
Mapping spatial disparity in news provision : a study of news deserts in rural Missouri
(University of Missouri--Columbia, 2024)[EMBARGOED UNTIL 05/01/2025] Despite extensive discussions on news deserts, a detailed examination of news provision within these areas remains limited. This study explores the scope of news provision and its spatial ... -
Utilizing centrality measurement in bibliometric networks : an example from automation bias research
(University of Missouri--Columbia, 2024)The risks associated with over-reliance on and over-compliance with automation become more relevant as machine learning and artificial intelligence expand into more aspects of our lives, including academic research. How ... -
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 ... -
Semantic segmentation of land use and land cover for mapping agricultural activities
(University of Missouri--Columbia, 2023)[EMBARGOED UNTIL 12/01/2024] 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 ... -
Assessing the quality and distribution of news in local television and newspaper markets using data science methods
(University of Missouri--Columbia, 2023)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 Americans have found themselves ... -
Scholar Team Finder - link prediction model for identifying scholars in academic social networks
(University of Missouri--Columbia, 2023)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 response to this, the authors ... -
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 ... -
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 ... -
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 ... -
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 ... -
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