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Author:

Steinway, Steven Nathaniel

Title:

Predictive Network Modeling And Experimentation In Complex Biological Systems: Applications To Cancer And Infectious Disease

Graduate Program:

Molecular Medicine

Keywords:

Network analysis
dynamic modeling
discrete dynamic modeling
cancer
microbiome
tumor invasion & metastasis

File:

Download Steinway-Thesis-Full-5-20-15.pdf

Committee Members:

Reka Z Albert, Dissertation Advisor/Co-Advisor
"Thomas P Loughran, Jr", Dissertation Advisor/Co-Advisor
Reka Z Albert, Committee Chair/Co-Chair
David J Feith, Committee Member
James Riley Broach, Committee Member
Diane M Thiboutot, Committee Member

Author:

Ni, Jingchao

Title:

Integrative Methods for Robust Network Analysis

Graduate Program:

Information Sciences and Technology

Keywords:

Data mining
Machine learning
Network analysis

File:

Download dissertation_jingchaoni.pdf

Committee Members:

Xiang Zhang, Dissertation Advisor/Co-Advisor
Xiang Zhang, Committee Chair/Co-Chair
C. Lee Giles, Committee Member
Zhenhui (Jessie) Li, Committee Member
Xiao Liu, Outside Member

Author:

Mahjabin, Tasnuva

Title:

Integrating Embedded Resources and Network Analysis to Understand Food-Energy-Water Nexus in the US

Graduate Program:

Civil Engineering

Keywords:

Food-Energy-Water nexus
Virtual water
Water footprint
Nitrogen footprint
Embedded resources
Network analysis
Scaling
Urban indicator
Sustainability

File:

Download Tasnuva_Mahjabin_2020.pdf

Committee Members:

Caitlin A Grady, Dissertation Advisor/Co-Advisor
Caitlin A Grady, Committee Chair/Co-Chair
Alfonso Ignacio Mejia, Committee Member
Lauren Mc Phillips, Committee Member
Seth Adam Blumsack, Outside Member
Patrick Joseph Fox, Program Head/Chair

Author:

Shin, Ki Eun

Title:

Dynamics of symptom relations in major depressive disorder and generalized anxiety disorder: Time-series network analysis approach

Graduate Program:

Psychology

Keywords:

Anxiety
Depression
Comorbidity
Network analysis

File:

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Committee Members:

Michelle Gayle Newman, Dissertation Advisor/Co-Advisor
Michelle Gayle Newman, Committee Chair/Co-Chair
Louis Georges Castonguay, Committee Member
Reginald Adams, Jr., Committee Member
Stephanie Trea Lanza, Outside Member
Daniel Joseph Della Posta, Outside Member
Kristin Ann Buss, Program Head/Chair

Author:

Wang, Jia

Title:

Topics on Variable Selection in High-Dimensional Data

Graduate Program:

Statistics

Keywords:

Bayesian variable selection
High-dimensional data
Network analysis
Partially linear model
Time-varying network model

File:

Download Jia-Dissertation.pdf

Committee Members:

Lingzhou Xue, Major Field Member
David Hunter, Major Field Member
Rongling Wu, Outside Unit & Field Member
Runze Li, Chair & Dissertation Advisor
Ephraim Hanks, Program Head/Chair

Author:

Jensen, Matthew

Title:

Complex genetic interaction patterns determine the phenotypic trajectory of neurodevelopmental disorders

Graduate Program:

Bioinformatics and Genomics (PhD)

Keywords:

Neurodevelopmental disorders
Copy-number variants
Genomics
Transcriptomics
Drosophila melanogaster
Whole genome sequencing
Network analysis

File:

Download Matthew_Jensen_dissertation.pdf

Committee Members:

Dajiang Liu, Outside Unit & Field Member
Ross Hardison, Major Field Member
Santhosh Girirajan, Chair & Dissertation Advisor
Reka Albert, Major Field Member
George Perry, Program Head/Chair