Browsing OU - Dissertations by Subject "Data Analytics"
Now showing items 1-3 of 3
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Applying machine learning models to diagnose failures in electrical submersible pumps
(2022-12-17)Electrical Submersible Pump (ESP) failures are unanticipated but common occurrences in oil and gas wells. It is necessary to detect the onset of failures early and prevent excessive downtime. This study proposes a novel ... -
A New Paradigm for Proactive Self-Healing in Future Self-Organizing Mobile Cellular Networks
(2019)Mobile cellular network operators spend nearly a quarter of their revenue on network management and maintenance. Remarkably, a significant proportion of that budget is spent on resolving outages that degrade or disrupt ... -
Theory-enhanced automation of the digital publics' relationship assessments
(2023-08-03)The current dissertation aims to develop a Machine Learning (ML) method for automating the assessment of digital public relations by incorporating the Organization-Public Relationship Assessment (OPRA) developed from the ...