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Author:

Oh, Seog-Chan

Title:

Effective Web-service Composition in Diverse and Large-scale Service Networks

Graduate Program:

Industrial Engineering

Keywords:

web-service composition
AI planning
complex network
benchmark

File:

Download oh-Dissertation.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Dongwon Lee, Committee Member
Tom Michael Cavalier, Committee Member
Timothy William Simpson, Committee Member
Ling Rothrock, Committee Member

Author:

Miller, Aaron James

Title:

Characterization of Emergent Synaptic Topologies in Noisy Neural Networks

Graduate Program:

Physics

Keywords:

learning
STDP
neural network
synaptic topology
synfire chain
event-driven simulation
emergent phenomena
complex network

File:

Download AMiller_dissertation.pdf

Committee Members:

Dezhe Jin, Dissertation Advisor/Co-Advisor
Reka Z Albert, Committee Member
Alexay Kozhevnikov, Committee Member
Patrick James Drew, Committee Member

Author:

Oreggioni Weiberlen, Fiorella

Title:

Predicting commodity and virtual water flows using machine learning: Analysis of modeling experiments and time series predictions with Random Forest

Graduate Program:

Civil Engineering

Keywords:

complex network
spatial network
gravity model
random forest
trade
water footprint
complex networks
spatial networks
machine learninig

File:

Download Thesis_FiorellaOreggioni_Final.pdf

Committee Members:

Alfonso Ignacio Mejia, Thesis Advisor/Co-Advisor
Caitlin A Grady, Committee Member
Lauren Mc Phillips, Committee Member
Patrick Joseph Fox, Program Head/Chair