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Author:

Wang, Jisheng

Title:

Packet Inspection for Application Classification and Intrusion Detection

Graduate Program:

Electrical Engineering

Keywords:

Polymorphic Worms
Voice over IP
Data Digesting
Application Classification
Intrusion Detection System
Network Anomaly Detection

File:

Download PhD_Dissertation_Jisheng_Wang.pdf

Committee Members:

David Jonathan Miller, Committee Chair/Co-Chair
George Kesidis, Committee Chair/Co-Chair
Nirmal K Bose, Committee Member
Prasenjit Mitra, Committee Member

Author:

Wang, Yu-wei

Title:

High Order Joint Source Channel Decoding and Conditional Entropy Encoding: Novel Bridging Techniques between Performance and Complexity

Graduate Program:

Electrical Engineering

Keywords:

high order
joint source channel decoding
Markov model
reduced complexity
bridging techniques
overcome model overfitting problem

File:

Download mythesis.pdf

Committee Members:

David Jonathan Miller, Committee Chair/Co-Chair
John F Doherty, Committee Member
John Metzner, Committee Member
Natarajan Gautam, Committee Member

Author:

Wang, Dongzhe

Title:

HIV-associated Neuropathic Pain Classification of MRI Brain Images

Graduate Program:

Electrical Engineering

Keywords:

HIV
neuropathic pain
MRI
medical imaging
support vector machines
feature extraction
recursive feature elimination

File:

Download SP14_MS_Thesis_Dongzhe_Wang.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor

Author:

Wang, Hang

Title:

Parsimonious Model Selection Based on Bayesian Information Criterion and a Mixture-based Hybrid Model on Image Classification

Graduate Program:

Electrical Engineering

Keywords:

Mixture Model
Transfer Learning
CNN

File:

Download thesis_Hang_Wang.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Member