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232. SOCCER ANALYTICS: AN EXAMINATION OF CURRENT APPROACHES FOR GAME OUTCOME PREDICTION AND THE POTENTIAL OF DEEP LEARNING WITH ARTIFICIAL NEURAL NETWORKS

open_access
Open Access
Author:
Gomez Lorente, Juan
Title:
SOCCER ANALYTICS: AN EXAMINATION OF CURRENT APPROACHES FOR GAME OUTCOME PREDICTION AND THE POTENTIAL OF DEEP LEARNING WITH ARTIFICIAL NEURAL NETWORKS
Area of Honors:
Industrial Engineering
Keywords:
Machine Learning
Deep Learning
Neural Networks
Artificial Neural Networks
Poisson Regression
Soccer
Sports Analytics
Betting
Predictive Modelling
Moneyball Analytics
SoftMax Classifier
Regression
effects encoding
feed-forward networks
backpropagation
gradient descent
resilient backpropagation
Newton's Method
Taylor Series expansion
Manhattan Rule
Broyden–Fletcher–Goldfarb–Shanno algorithm
BFGS
Quasi-Newton Methods
File:
Download Juan_GomezLorente.pdf
Thesis Supervisors:
Hui Yang, Thesis Supervisor
Dr. Catherine Mary Harmonosky, Thesis Honors Advisor

235. APPLYING NAKAMOTO: ENABLING ALTERNATIVE METHODS OF FUNDING FOR INDEPENDENT ONLINE CONTENT CREATORS

open_access
Open Access
Author:
Chwistek, Philip John
Title:
APPLYING NAKAMOTO: ENABLING ALTERNATIVE METHODS OF FUNDING FOR INDEPENDENT ONLINE CONTENT CREATORS
Area of Honors:
Information Sciences and Technology
Keywords:
blockchain
eos
eosio
ethereum
decentralization
crowdfunding
patreon
youtube
cryptocurrency
bitcoin
react
redux
nestjs
node
File:
Download Thesis_-_Chwistek_-_FINAL.pdf
Thesis Supervisors:
David Reitter, Thesis Supervisor
Steven Raymond Haynes, Thesis Honors Advisor

240. A Study of Charge Mobilities in Annealed Poly(3-hexylthiophene-2,5-diyl) Thin Film Transistors and Optimization of Zone Annealing

open_access
Open Access
Author:
Thomas, Seth
Title:
A Study of Charge Mobilities in Annealed Poly(3-hexylthiophene-2,5-diyl) Thin Film Transistors and Optimization of Zone Annealing
Area of Honors:
Chemical Engineering
Keywords:
P3HT
polymers
zone annealing
zone
annealing
transistor
transistors
TFT
OFET
File:
Download Thomas_Seth_P3HTZoneAnneal.pdf
Thesis Supervisors:
Dr. Enrique Daniel Gomez, Thesis Supervisor
Dr. Michael John Janik, Thesis Honors Advisor