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Author:

Case, Nathan Joseph

Title:

DIAGNOSIS OF RELATIVE PERMEABILITY CHARACTERISTICS FROM RATE TRANSIENT DATA: AN ARTIFICIAL INTELLIGENCE APPROACH

Area of Honors:

Petroleum and Natural Gas Engineering

Keywords:

Artificial Neural Networks
Relative Permeability
Reservoir Engineering
Rate Transient Data
Artificial Intelligence
Petroleum Engineering

File:

Download Case_Nathan_DiagnosisOfRelativePermeabilityCharacteristics.pdf

Thesis Supervisors:

Turgay Ertekin, Thesis Supervisor
Turgay Ertekin, Thesis Honors Advisor
Zuleima T. Karpyn, Faculty Reader

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

Author:

Al-Quaid, Hasan

Title:

A Performance Analysis of Machine Learning Techniques in Stock Price Prediction

Area of Honors:

Computer Science

Keywords:

Artificial Intelligence
Linear Regression
Hidden Markov Model
Artificial Neural Networks
Sentiment Analysis
Ensemble Model

File:

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Thesis Supervisors:

Md Faisal Kabir, Thesis Supervisor
Ronald Walker, Thesis Honors Advisor
Hyuntae, Na, Faculty Reader