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Start Over Year 2023 Keyword machine learning

1. Modeling and Simulation of Renewable Energy Sources Using Machine Learning Techniques

open_access
Open Access
Author:
Borochok, Anastasia
Title:
Modeling and Simulation of Renewable Energy Sources Using Machine Learning Techniques
Area of Honors:
Electrical Engineering
Keywords:
photovoltaic
machine learning
next generation reservoir computing
renewable energy
artificial intelligence
energy
reservoir computing
algorithms
python
coding
File:
Download Borochok_Anastasia_Thesis_Final.pdf
Thesis Supervisors:
Yan Li, Thesis Supervisor
Julio Urbina, Thesis Honors Advisor

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

open_access
Open Access
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