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Author:

Neishaboori, Azin

Title:

Interference-Aware Resource Management in Multihop Wireless Networks

Graduate Program:

Electrical Engineering

Keywords:

power control
CDMA
ad hoc networks
mesh networks
multihop
wireless
routing
scheduling

File:

Download Thesis-Azin-FinalSubmission.pdf

Committee Members:

George Kesidis, Committee Chair/Co-Chair
John F Doherty, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Constantino Manuel Lagoa, Committee Member
Jun Shu, Committee Member

Author:

Lin, Chu-Fang

Title:

Novel Generative Semisupervised Learning Based on Fine-Grained Component-Conditional Class Labeling

Graduate Program:

Electrical Engineering

Keywords:

nearest neighbor classification
mixture models
inductive inference
generative models
semisupervised learning
Expectation- Maximization algorithm

File:

Download CFL-DissertationFinal.pdf

Committee Members:

David Jonathan Miller, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Chair/Co-Chair
George Kesidis, Committee Member
William Kenneth Jenkins, Committee Member
Christopher Collins, Committee Member
Kenneth K Kuo, Committee Member

Author:

Carl, Glenn

Title:

Towards Large-Scale Testing of Policy-Based Routing via Path Algebraic and Scaled-Down Topological Modeling

Graduate Program:

Electrical Engineering

Keywords:

policy-based routing
network testing and evaluation
large-scale simulation
path algebras
topological scale-down

File:

Download GlennCarl-Dissertation.pdf

Committee Members:

George Kesidis, Committee Chair/Co-Chair
John Metzner, Committee Member
David Jonathan Miller, Committee Member
Peng Liu, Committee Member

Author:

Browning, John Duncan

Title:

Statistical Models for Data Mining: General Inferences and Class Discovery in Large Databases

Graduate Program:

Electrical Engineering

Keywords:

Statistical models
EM
Class Discovery
Data Mining

File:

Download thesis.pdf

Committee Members:

David Jonathan Miller, Committee Chair/Co-Chair
Nirmal Bose, Committee Member
John F Doherty, Committee Member
George Kesidis, Committee Member
C Lee Giles, Committee Member

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:

Srinivasan, Mahadevan

Title:

A NEURAL NETWORK BASED APPROACH FOR PREDICTING A PATIENT'S CONVERSION TO ALZHEIMER'S DISEASE BASED ON BRAIN SCAN DATA

Graduate Program:

Electrical Engineering

Keywords:

Alzheimer s disease
MCI
Conversion
Neural Network
MCI to AD

File:

Download Thesis.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
George Kesidis, Thesis Advisor/Co-Advisor

Author:

Bunyaratavej, Piya

Title:

Iterative Hillclimbing Optimization Techniques for Transform Image Encoding/Decoding and for Image Segmentation

Graduate Program:

Electrical Engineering

Keywords:

image segmentation
image decoding
optimization
image encoding
iterative
hillclimbing

File:

Download thesis_piya.pdf

Committee Members:

Jia Li, Committee Member
John F Doherty, Committee Member
David Jonathan Miller, Committee Chair/Co-Chair
George Kesidis, Committee Member
John Metzner, Committee Member

Author:

Zhao, Qi

Title:

Mixture Model Learning with Instance-level Constraints

Graduate Program:

Electrical Engineering

Keywords:

semi-supervised learning with instance-level const
mixture modeling with constraints
constrained clustering
image segmentation with background information

File:

Download mythesis.pdf

Committee Members:

David Jonathan Miller, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
George Kesidis, Committee Member
Jia Li, Committee Member

Author:

Rao, Rajesh N

Title:

Purposeful mobility and capacity issues in sensor network

Graduate Program:

Electrical Engineering

Keywords:

sensor network
controlled mobility
purposeful mobility
capacity
simulated annealing
surveillance strategy

File:

Download rnr115-Thesis.pdf

Committee Members:

George Kesidis, Committee Chair/Co-Chair
Catherine Mary Harmonosky, Committee Member
John Metzner, Committee Member
David Jonathan Miller, Committee Member

Author:

Tuntoolavest, Usana

Title:

Vector Symbol Decoding with Lists of Alternative Vector Symbol Choices and Outer Convolutional Codes

Graduate Program:

Electrical Engineering

Keywords:

Vector Symbol decoding
convolutional code
nonbinary code
concatenated code
Reed-Solomon code
nonbinary code decoding

File:

Download THESIS.pdf

Committee Members:

David Jonathan Miller, Committee Member
Kenneth Jenkins, Committee Member
Mohsen Kavehrad, Committee Member
George Kesidis, Committee Member
John Metzner, Committee Chair/Co-Chair
Guohong Cao, Committee Member