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Start Over Committee Member John F Doherty 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

2. 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

3. 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

5. 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

6. 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

7. MAP SOURCE-CONTROLLED CHANNEL DECODING FOR IMAGE TRANSMISSION SYSTEM USING CPFSK AND RING CONVOLUTIONAL CODES

open_access
Open Access
Author:
Mahapakulchai, Srijidtra
Title:
MAP SOURCE-CONTROLLED CHANNEL DECODING FOR IMAGE TRANSMISSION SYSTEM USING CPFSK AND RING CONVOLUTIONAL CODES
Graduate Program:
Electrical Engineering
Keywords:
ring convolutional code design
MAP decoding
MPEG-4
zero-tree
CPFSK
File:
Download etd.pdf
Committee Members:
Robert E Van Dyck, Committee Chair/Co-Chair
John Metzner, Committee Chair/Co-Chair
David Jonathan Miller, Committee Chair/Co-Chair
John F Doherty, Committee Member
Frank Richard Deutsch, Committee Member
William Kenneth Jenkins, Committee Member

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

open_access
Open Access
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

9. Novel Task Decomposition And Aggregation methods For Knowledge Discovery In Multi-agent systems

open_access
Open Access
Author:
Kurve, Aditya C
Title:
Novel Task Decomposition And Aggregation methods For Knowledge Discovery In Multi-agent systems
Graduate Program:
Electrical Engineering
Keywords:
multi-agent systems
knowledge discovery
game theory
machine learning
Nash equilibrium
crowdsourcing
generative modeling
File:
Download AdityaKurve-Dissertation.pdf
Committee Members:
George Kesidis, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
John F Doherty, Committee Member
Jason Ryder Morton, Committee Member
Christopher H Griffin, Committee Member

10. Network Traffic Analysis: Anomaly Detection and Some Implications of Neutrality

open_access
Open Access
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

11. Semisupervised Active Learning and Group Anomaly Detection with Unknown or Label-Scarce Categories

open_access
Open Access
Author:
Qiu, Zhicong
Title:
Semisupervised Active Learning and Group Anomaly Detection with Unknown or Label-Scarce Categories
Graduate Program:
Electrical Engineering
Keywords:
Active learning (AL)
cross entropy
inductive bias
logistic regression
p-value
rare classes
regularization
semisupervised learning (SL).
Active learning
cross entropy
inductive bias
logistic regression
p-value
rare classes
regularization
semi-supervised learning
group anomaly detection
network intrusion detection
Gaussian mixture model
Bonferroni approximation
File:
Download Comp.pdf
Committee Members:
David Jonathan Miller, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Chair/Co-Chair
John F Doherty, Committee Member
George Kesidis, Committee Member
Sencun Zhu, Outside Member

12. Economic Models for Access Networks Informing Regulatory Policy

open_access
Open Access
Author:
Hu, Xinyi
Title:
Economic Models for Access Networks Informing Regulatory Policy
Graduate Program:
Electrical Engineering
Keywords:
Access networks
Regulation
Roaming charge
Side-payment
Game theory
Nash equilibrium
File:
Download Xinyi-Dissertation-final.pdf
Committee Members:
George Kesidis, Dissertation Advisor/Co-Advisor
George Kesidis, Committee Chair/Co-Chair
David Jonathan Miller, Committee Chair/Co-Chair
John F Doherty, Committee Member
Anna Cinzia Squicciarini, Outside Member
Kultegin Aydin, Program Head/Chair