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Author:

Fry, Jonathan Richard

Title:

An Investigation of Wavelet Features for Automated Biomedical Image Classification

Graduate Program:

Electrical Engineering

Keywords:

wavelet
feature space
classification
machine learning
pattern recognition
image analysis
feature selection

File:

Download thesis_format_final.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
Vishal Monga, Thesis Advisor/Co-Advisor

Author:

Kocak, Fatih

Title:

Network Traffic Analysis: Anomaly Detection and Some Implications of Neutrality

Graduate Program:

Electrical Engineering

Keywords:

machine learning
anomaly detection
p-value
clustering
feature selection
network neutrality
game theory
caching
networks

File:

Download FatihKocak-Dissertation.pdf

Committee Members:

David Jonathan Miller, Dissertation Advisor/Co-Advisor
George Kesidis, Dissertation Advisor/Co-Advisor
Kenneth Jenkins, Committee Member
John F Doherty, Committee Member
Anna Cinzia Squicciarini, Committee Member

Author:

Jonayat, A S M

Title:

Predicting Stability of Modified Oxide Surfaces with Functional Atomic-Layers for Nano-engineered Catalysts through First Principles Calculations and Statistical Learning

Graduate Program:

Mechanical Engineering

Keywords:

catalysis
monolayer metal oxide
mixed metal oxides
DFT
machine learning
compact sensing
feature selection
LASSO

File:

Download Thesis_ASM_JonayatV3.pdf

Committee Members:

Adri C.T. van Duin, Dissertation Advisor/Co-Advisor
Adri C.T. van Duin, Committee Chair/Co-Chair
Michael J. Janik, Committee Member
Richard Yetter, Committee Member
Lasse Jensen, Outside Member