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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:

Mo, Xuan

Title:

adaptive sparse representations for video anomaly detection

Graduate Program:

Electrical Engineering

Keywords:

video anomaly detection
sparsity model
kernel function
multi-object
low rank sparsity prior
outlier rejection

File:

Download Xuan_Dissertation.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
William Evan Higgins, Committee Member
Kenneth Jenkins, Committee Member
Jesse Louis Barlow, Committee Member
Raja Bala, Special Member

Author:

Raghuram, Jayaram

Title:

Improved generative modeling approaches for semi-supervised and domain adaptive classifier learning from labels and constraints

Graduate Program:

Electrical Engineering

Keywords:

semisupervised classification
semisupervised constraint based learning
classifier domain adaptation
machine learning

File:

Download Jayaram-Dissertation.pdf

Committee Members:

David Jonathan Miller, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Chair/Co-Chair
George Kesidis, Committee Member
Kenneth Jenkins, Committee Member
Dr Yu Zhang, Committee Member