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Start Over Graduate Program Electrical Engineering Committee Member David Jonathan Miller

1. Interference-Aware Resource Management in Multihop Wireless Networks

open_access
Open Access
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

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

open_access
Open Access
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

5. Polynomial Optimization Based Approaches to System Design, Analysis and Identification

open_access
Open Access
Author:
Feng, Chao
Title:
Polynomial Optimization Based Approaches to System Design, Analysis and Identification
Graduate Program:
Electrical Engineering
Keywords:
Robust Control
Probabilistic Control
Distributional Robustness
Switched System
Identification
Interpolation
File:
Download ChaoFeng_PhD_Dissertation_Summer2013.pdf
Committee Members:
Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Ji Woong Lee, Committee Member
Qian Wang, Committee Member

6. Information Theoretic Secrecy for Some Multiuser Wireless Communication Channels

open_access
Open Access
Author:
Tekin, Ender
Title:
Information Theoretic Secrecy for Some Multiuser Wireless Communication Channels
Graduate Program:
Electrical Engineering
Keywords:
wire-tap channel
secrecy capacity
wireless communications
information theory
File:
Download TekinDissert.pdf
Committee Members:
Aylin Yener, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
John F Doherty, Committee Member
Guohong Cao, Committee Member

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

open_access
Open Access
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

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

open_access
Open Access
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

11. A Study on the Feasibility of Low Probability of Intercept Sonar

open_access
Open Access
Author:
Park, Joonho Daniel
Title:
A Study on the Feasibility of Low Probability of Intercept Sonar
Graduate Program:
Electrical Engineering
Keywords:
Low Probability of Intercept
Sonar
Detection
Range Estimation
File:
Download Thesis_LPI_for_SONAR_final_draft.pdf
Committee Members:
David Jonathan Miller, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
John F Doherty, Thesis Advisor/Co-Advisor

12. Adaptive Resource Allocation for D-TDD Systems in Wireless Multimedia Networks

open_access
Open Access
Author:
Yun, Jungnam
Title:
Adaptive Resource Allocation for D-TDD Systems in Wireless Multimedia Networks
Graduate Program:
Electrical Engineering
Keywords:
Adaptive Modulation
Resource Allocation
D-TDD
File:
Download thesis.pdf
Committee Members:
Mohsen Kavehrad, Committee Chair/Co-Chair
John Metzner, Committee Member
John F Doherty, Committee Member
David Jonathan Miller, Committee Member
Natarajan Gautam, Committee Member

13. Packet Inspection for Application Classification and Intrusion Detection

open_access
Open Access
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

14. Robust Methods for Human Airway-Tree Segmentation and Anatomical-Tree Matching

open_access
Open Access
Author:
Graham, Michael William
Title:
Robust Methods for Human Airway-Tree Segmentation and Anatomical-Tree Matching
Graduate Program:
Electrical Engineering
Keywords:
medical imaging
image segmentation
image-guided therapy
tree matching
File:
Download GrahamPhDThesis.pdf
Committee Members:
William Evan Higgins, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Nirmal K Bose, Committee Member
Robert T Collins, Committee Member

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

open_access
Open Access
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

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

open_access
Open Access
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

17. A Computational Approach For Understanding The Aesthetics Of Gray Scale Images

open_access
Open Access
Author:
Suryanarayan, Poonam
Title:
A Computational Approach For Understanding The Aesthetics Of Gray Scale Images
Graduate Program:
Electrical Engineering
Keywords:
aesthetics
modeling
gray scale
File:
Download thesis_2.pdf
Committee Members:
James Z Wang, Thesis Advisor/Co-Advisor
James Z Wang, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
Prof Jia Li, Thesis Advisor/Co-Advisor

18. Mixture Model Learning with Instance-level Constraints

open_access
Open Access
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

19. Purposeful mobility and capacity issues in sensor network

open_access
Open Access
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

20. Joint Parsimonious Modeling and Model Order Selection for Multivariate Gaussian Mixtures

open_access
Open Access
Author:
Markley, Scott Conrad
Title:
Joint Parsimonious Modeling and Model Order Selection for Multivariate Gaussian Mixtures
Graduate Program:
Electrical Engineering
Keywords:
Expectation Maximization
Model Order Selection
Bayesian Information Criterion
Multivariate Gaussian
File:
Download ScottMarkley-Thesis.pdf
Committee Members:
David Jonathan Miller, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor