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Author:

Casterline, Kyle A

Title:

Neural Network Feature Extraction For Activity Recognition In Video Data

Area of Honors:

Electrical Engineering

Keywords:

features
PCA
sparsity
neural
network
video
extraction
spatio-temporal
object
recognition
classification
SVM
neighbors
VIRAT

File:

Download Casterline_thesis_draft_final.pdf

Thesis Supervisors:

Shashi Phoha, Thesis Supervisor
John Douglas Mitchell, Thesis Honors Advisor

Author:

Slayton, Joshua

Title:

And the Oscar Goes to... (An Application and Comparison of Models Used to Predict the Winner of the Academy Award for Best Picture)

Area of Honors:

Statistics

Keywords:

statistics
logistic regression
decision tree
leave-one-out cross validation
oscars
academy awards
best picture
prediction
data analysis
classification
regression

File:

Download Slayton_Josh_AndTheOscarGoesTo.pdf

Thesis Supervisors:

Michael Rutter, Thesis Supervisor
Michael Rutter, Thesis Honors Advisor
Terry Mark Blakney, Faculty Reader

Author:

Farooq, Sarah

Title:

Predicting 30-Day ICU Readmission Rates Using Machine Learning on Electronic Health Records

Area of Honors:

Data Sciences

Keywords:

machine learning
classification
EHR
data
electronic health records
hospital
ICU
readmission
class imbalance
missing values
imputation
rebalancing
hospital readmission
patient
medical data
XG Boost
MICE data imputation
health
health care
model
supervised learning
model performance

File:

Download SarahFarooq_Honors_Thesis.pdf

Thesis Supervisors:

Fenglong Ma, Thesis Supervisor
John Yen, Thesis Honors Advisor