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Author:

Wang, Xingsheng

Title:

THE EFFECT OF SPATIAL SEGMENTATION ON SAFETY PERFORMANCE FUNCTION MODELING

Graduate Program:

Computer Science

Keywords:

safety performance functions
roadway segmentation
machine learning
Negative Binominal models
coordinate-descent approach
Weighted Absolute Percentage Error
clustering
generalizability of models

File:

Download XingshengWang_Master_Thesis_PSH_final2.pdf

Committee Members:

Jeremy Blum, Thesis Advisor/Co-Advisor
Thang N. Bui, Committee Member
Linda Null, Committee Member
Sukmoon Chang, Committee Member
Omar El Ariss, Committee Member
Hyuntae Na, Committee Member

Author:

Cao, Jeffery

Title:

Utilizing Generative Aversarial Networks To Generate Training Data From Text

Graduate Program:

Computer Science

Keywords:

Generative Adversarial Network
GAN
text-to-image GAN
zero-shot
machine learning
image classification

File:

Download master.pdf

Committee Members:

Thomas F La Porta, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Ting He, Committee Member

Author:

Robinson, Matthew

Title:

Neural Networks and Self-Organizing Cellular Automata

Graduate Program:

Computer Science

Keywords:

neural networks
emergent behavior
emergence
self-organizing systems
self-organization
machine learning
cellular automata

File:

Download Robinson-Thesis-ms-final.pdf

Committee Members:

Thang N. Bui, Thesis Advisor/Co-Advisor
Thang N. Bui, Program Head/Chair
Susan Kathryn Eskin, Committee Member
Linda Marie Null, Committee Member
Sukmoon Chang, Committee Member
Jeremy Joseph Blum, Committee Member
Hyuntae Na, Committee Member
Hien Nguyen, Committee Member
Md Faisal Kabir, Committee Member