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Author:

Moreno, Juan Carlos

Title:

Workflow to Enable Effective Uncertaimty Propagation and Decreasing Bias on Predictive Models Used For Field Development Decisions

Graduate Program:

Petroleum and Mineral Engineering

Keywords:

Uncertainty
field development
predictive models
risk on field development
history match
dynamic conditioning
ensemble

File:

Download Moreno_2016.pdf

Committee Members:

Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Eugene C Morgan, Committee Member
Zuleima T Karpyn, Committee Member
Elizabeth Ann Hajek, Outside Member

Author:

Di Mercurio, Dominick

Title:

Comparison of Semantic Space Models for Neuroimaging with Abstract and Concrete Words

Graduate Program:

Neuroscience

Keywords:

semantic space models
semantic processing
neuroimaging
concreteness effect
abstract words
concrete words
concreteness
Different Representational Frameworks hypothesis
computational modeling
neurolinguistics
neuroscience
psycholinguistics
predictive models

File:

Download DominickDiMercurioII-Thesis.pdf

Committee Members:

Chaleece Sandberg, Thesis Advisor/Co-Advisor
Ping Li, Committee Member
Diane Williams, Committee Member

Author:

Camero, Dabis

Title:

DIABETES PREDICTION USING ANFIS WITH AUTOENCODING AND KALMAN FILTER

Graduate Program:

Electrical Engineering

Keywords:

Diabetes
predictive models
early diagnosis
World Health Organization (WHO)
Adaptive Neuro-Fuzzy Inference System (ANFIS)
Autoencoding
Kalman filtering
hybrid model
dimensionality reduction
feature extraction
BRFSS dataset
medical informatics
healthcare analytics
Explainable AI
chronic diseases
model generalizability
Computational Complexity
Outliers
Interpretability

File:

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Committee Members:

Aldo W Morales, Thesis Advisor/Co-Advisor
Truong Xuan Tran, Committee Member
Rafic Bachnak, Professor in Charge/Director of Graduate Studies
Jason Martis, Committee Member
Sannidhan M S, Committee Member