Browsing DCE Theses and Dissertations by Keyword "Machine Learning"
Now showing items 1-4 of 4
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An AI Robot-Analyst System for Investment Analysis
(2022-12-20)Financial analysts have long been performing stock price forecasts. These analysts, being human, are limited by heuristics and biases which impact their forecast accuracy. Recent advances in machine learning research ... -
Applying Remote Sensing to Assess Habitat Viability for the Western Monarch Butterfly (Danaus plexippus plexippus) in California
(2022-05-10)Among the Lepidoptera, butterflies play a significant pollination role (Rader et al., 2016). Additionally, as widely regarded species that structure ecological communities, conservation biologists consider them “charismatic ... -
Machine Learning Based Spectrum Fingerprinting of Drones for Defensive Cyber Operations
(2023-04-28)The rapid development of unmanned aerial vehicle (UAV) or drone capabilities in the past decade has significantly expanded the commercial, military, and consumer applications for these innovative airborne devices. Characterized ... -
Predicting the Unpredictable: Comparing Statistical Forecasting and Deep Learning Models for Forecasting Emergency Department Arrivals
(2021-05-24)The hospital emergency department must be continuously staffed and ready to care for patients. Staffing and demand could be more easily matched if hospitals were able to better predict surges in emergency department visits. ...