Browsing by Author "Davidson, Shirley"
Now showing items 1-4 of 4
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Autoencoders
Davidson, Shirley (2021-04-22)A Neural Network is a statistical tool that aids in the classification of data points for machine learning. Autoencoders are a type of neural network that are capable of learning large amounts of data without being ... -
Math Modeling Contest: Optimized Plan to Leave the Louvre
Davidson, Shirley; Cox, Terry; Crooks, Sabrina (2019-04-25)The distances between every section of the Louvre, exiting speeds dependent upon an individual's surroundings, time of day, total people, distribution of people, and stair dimensions are all factors utilized to establish ... -
Predicting the Spread of Asian Giant Hornets in North America and Identifying Positive Sightings using a Convolutional Neural Network
Crooks, Sabrina; Davidson, Shirley; Norton, Madeline (2021-02)Soil temperatures, traveling distances, clutch sizes, and mortality rates among other factors must be analyzed to determine the potential spread of Asian Giant Hornets in North America. Our goals were: to create models to ... -
A Winning Design for Soccer Teams: Three-Node Networks and Increased Pass Frequency
Crooks, Sabrina; Davidson, Shirley; Norton, Madeline (2020-02)We found qualitative indicators of team success for the Huskies soccer team. Success was measured in terms of the match outcome: win, loss, or tie. These indicators of success included the total number of passes per game, ...