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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

22. MAXIMUM ENTROPY AND IMPROVED ITERATIVE SCALING FOR CLASSIFICATION ON MIXED SPACES, ENSEMBLE CLASSIFICATION AND EXTENSIONS.

open_access
Open Access
Author:
Pal, Siddharth
Title:
MAXIMUM ENTROPY AND IMPROVED ITERATIVE SCALING FOR CLASSIFICATION ON MIXED SPACES, ENSEMBLE CLASSIFICATION AND EXTENSIONS.
Graduate Program:
Electrical Engineering
Keywords:
Distributed Ensemble Classification
Ensemble Classification
Classification on Mixed feature spaces
Transductive learning
General Inference
File:
Download thesis.pdf
Committee Members:
David Jonathan Miller, Committee Chair/Co-Chair
William Kenneth Jenkins, Committee Chair/Co-Chair
Kwang Yun Lee, Committee Member
Hongyuan Zha, Committee Member

23. 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

24. A NOVEL APPROACH TO ACTIVE VISION SYSTEMS: MODELLING, CONTROL AND REAL TIME TRACKING

open_access
Open Access
Author:
Inanc, Tamer
Title:
A NOVEL APPROACH TO ACTIVE VISION SYSTEMS: MODELLING, CONTROL AND REAL TIME TRACKING
Graduate Program:
Electrical Engineering
Keywords:
robotics
real time tracking
computer vision
robust control
modelling
active vision
robust identification
File:
Download TamerInancPhDThesis.pdf
Committee Members:
Mario Sznaier, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
David Jonathan Miller, Committee Member
Kyusun Choi, Committee Member
William Kenneth Jenkins, Committee Member
Octavia I Camps, Committee Member

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

open_access
Open Access
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

26. Cooperation and Information Theoretic Security in Wireless Networks

open_access
Open Access
Author:
He, Xiang
Title:
Cooperation and Information Theoretic Security in Wireless Networks
Graduate Program:
Electrical Engineering
Keywords:
information theory
information theoretic secrecy
relay channel
feedback
wiretap channel
arbitrarily varying channel
nested lattice codes
File:
Download xiang_thesis_v32.pdf
Committee Members:
Aylin Yener, Dissertation Advisor/Co-Advisor
Aylin Yener, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Tom La Porta, Committee Member
Adam Davison Smith, Committee Member
William Kenneth Jenkins, Committee Member

27. Probabilistic Robust Control System Design by Stochastic Optimization

open_access
Open Access
Author:
Li, Xiang
Title:
Probabilistic Robust Control System Design by Stochastic Optimization
Graduate Program:
Electrical Engineering
Keywords:
probabilistic algorithms
stochastic optimization
robust control
File:
Download xiangli_thesis_01.pdf
Committee Members:
Constantino Manuel Lagoa, Committee Chair/Co-Chair
Mario Sznaier, Committee Member
David Jonathan Miller, Committee Member
Tom Michael Cavalier, Committee Member

29. FEATURE SELECTION METHODS FOR SUPPORT VECTOR MACHINES FOR TWO OR MORE CLASSES, WITH APPLICATIONS TO THE ANALYSIS OF ALZHEIMER'S DISEASE AND ITS ONSET WITH MRI BRAIN IMAGE PROCESSING

open_access
Open Access
Author:
Aksu, Yaman
Title:
FEATURE SELECTION METHODS FOR SUPPORT VECTOR MACHINES FOR TWO OR MORE CLASSES, WITH APPLICATIONS TO THE ANALYSIS OF ALZHEIMER'S DISEASE AND ITS ONSET WITH MRI BRAIN IMAGE PROCESSING
Graduate Program:
Electrical Engineering
Keywords:
Alzheimer
Support Vector Machine
biomedical imaging
discriminant function
classification
machine learning
MRI
brain imaging
gene microarray
File:
Download ya_thesis_after5aug10review.pdf
Committee Members:
Profs David J Miller And George Kesidis, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Chair/Co-Chair
George Kesidis, Committee Member
Qing X Yang, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
James Z Wang, Committee Member

30. 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

31. Maximum Entropy Modeling for Distributed Classification, Regression, and Interaction Discovery

open_access
Open Access
Author:
Zhang, Yanxin
Title:
Maximum Entropy Modeling for Distributed Classification, Regression, and Interaction Discovery
Graduate Program:
Electrical Engineering
Keywords:
interaction discovery
maximum entropy
distributed classification
regression
File:
Download YanxinZhang-Dissertation.pdf
Committee Members:
David Jonathan Miller, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Chair/Co-Chair
George Kesidis, Committee Chair/Co-Chair
Nirmal K Bose, Committee Member
Jose Antonio Ventura, Committee Member
William Kenneth Jenkins, Committee Member

32. Information Theoretic Limits of Multi-user Channels with State

open_access
Open Access
Author:
Li, Min
Title:
Information Theoretic Limits of Multi-user Channels with State
Graduate Program:
Electrical Engineering
Keywords:
state-dependent channels
strictly causal state
non-causal state
multiple-access channels
relay channels
GP binning
feedback
File:
Download Min_Dissertation_Final.pdf
Committee Members:
Aylin Yener, Dissertation Advisor/Co-Advisor
Aylin Yener, Committee Chair/Co-Chair
William Kenneth Jenkins, Committee Member
David Jonathan Miller, Committee Member
Guohong Cao, Committee Member
Osvaldo Simeone, Special Member

34. 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

35. 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

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

open_access
Open Access
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

41. Active Contour Motion Planning in the Inverse Perspective Mapping Frame

open_access
Open Access
Author:
Nedorezov, Adam Jonathan
Title:
Active Contour Motion Planning in the Inverse Perspective Mapping Frame
Graduate Program:
Electrical Engineering
Keywords:
Active Contour
Path Planning
Vanishing Point Estimation
Inverse Perspective Mapping
Motion Planning
Obstacle Detection
File:
Download Nedorezov_Thesis2016.pdf
Committee Members:
David Jonathan Miller, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
David Jonathan Miller, Committee Member

42. 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

43. Information Transmission in Networks with Social and Semantic Constraints

open_access
Open Access
Author:
Guler, Basak
Title:
Information Transmission in Networks with Social and Semantic Constraints
Graduate Program:
Electrical Engineering
Keywords:
bayesian games
joint source channel coding
social networks
File:
Download BasakGuler_Dissertation-final.pdf
Committee Members:
Aylin Yener, Dissertation Advisor/Co-Advisor
Aylin Yener, Committee Chair/Co-Chair
Vishal Monga, Committee Member
David Jonathan Miller, Committee Member
Wang-Chien Lee, Outside Member

44. Probabilistic Techniques for Metagenomic Clustering and Intrusion Detection

open_access
Open Access
Author:
Jha, Manjari
Title:
Probabilistic Techniques for Metagenomic Clustering and Intrusion Detection
Graduate Program:
Electrical Engineering
Keywords:
metagenomics
intrusion detection
clustering
unsupervised
File:
Download ManjariJ_thesis.pdf
Committee Members:
Raj Acharya, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Vishal Monga, Committee Member
Mary Poss, Outside Member

45. Prediction and Estimation of Human Motion using Generative-Adversarial Network

open_access
Open Access
Author:
Subbakrishna Adishesha, Amogh
Title:
Prediction and Estimation of Human Motion using Generative-Adversarial Network
Graduate Program:
Electrical Engineering
Keywords:
GANs
LSTM
Motion Prediction
Deep Learning
Neural Networks
AI
Prediction Error
File:
Download PS-Thesis-AmoghFinal.pdf
Committee Members:
Robert Collins, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Mehdi Kiani, Committee Member

46. Information Theoretic Security Guarantees against More Capable Adversaries

open_access
Open Access
Author:
Nafea, Mohamed Saeed
Title:
Information Theoretic Security Guarantees against More Capable Adversaries
Graduate Program:
Electrical Engineering
Keywords:
Information theoretic security
Wiretap channel
MIMO wiretap channel
Secure degrees of freedom
Interference alignment
Cooperative jamming
Adversarial resource advantage
Wiretap Channel II
Strong secrecy
Concentration of measures
Designed adversarial attacks
Chosen ciphertext attack
Coded caching
Secure coded caching
Cache tapping
Generalized wiretap model
Generalized multi-terminal wiretap models
Type II adversaries
File:
Download MNafea_dissertation-final.pdf
Committee Members:
Aylin Yener, Dissertation Advisor/Co-Advisor
Aylin Yener, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Viveck Ramesh Cadambe, Committee Member
Jan Severin Reimann, Outside Member

47. User Protection in Social Networks using Machine Learning Techniques

open_access
Open Access
Author:
Zhong, Haoti
Title:
User Protection in Social Networks using Machine Learning Techniques
Graduate Program:
Electrical Engineering
Keywords:
Machine Learning
Privacy
Cyberbully
Social Networks
File:
Download User_protection_in_social_networks_using_machine_learning_techniques.pdf
Committee Members:
David Jonathan Miller, Dissertation Advisor/Co-Advisor
Anna Cinzia Squicciarini, Committee Chair/Co-Chair
George Kesidis, Committee Member
Sencun Zhu, Committee Member
Dongwon Lee, Outside Member

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

open_access
Open Access
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

50. ABSTRACTIVE TEXT SUMMARIZATION BY HIGHLIGHTING

open_access
Open Access
Author:
Ambati, Rajeev Bhatt
Title:
ABSTRACTIVE TEXT SUMMARIZATION BY HIGHLIGHTING
Graduate Program:
Electrical Engineering
Keywords:
text summarization
summarization
natural language processing
deeplearning
memory augmented neural network
abstractive summarization
extractive summarization
sequence modelling
seq2seq
File:
Download MS_Thesis_Final.pdf
Committee Members:
David Jonathan Miller, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Committee Member
Victor P Pasko, Committee Member

51. Unsupervised Deep Learning Approach For Photoacoustic Spectral Unmixing.

open_access
Open Access
Author:
Durairaj, Deepit Abhishek
Title:
Unsupervised Deep Learning Approach For Photoacoustic Spectral Unmixing.
Graduate Program:
Electrical Engineering
Keywords:
Spectral Unmixing
Machine Learning
Autoencoders
Unsupervised Learning
Photoacoustic Imaging
File:
Download Deepit_Durairaj_Thesis.pdf
Committee Members:
Sri-Rajasekhar Kothapalli, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Sri-Rajasekhar Kothapalli, Program Head/Chair

52. Harnessing Data Correlation and Network Information in Distributed Key-Value Stores

open_access
Open Access
Author:
Ali, Ramy
Title:
Harnessing Data Correlation and Network Information in Distributed Key-Value Stores
Graduate Program:
Electrical Engineering
Keywords:
Erasure-coded key-value stores
strong consistency
eventual consistency
probabilistic consistency
multi-version coding
data correlation
geo-distributed
File:
Download Ramy-Dissertation.pdf
Committee Members:
Viveck Ramesh Cadambe, Dissertation Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Jing Yang, Committee Member
Jan S Reimann, Outside Member
Kultegin Aydin, Program Head/Chair
Bhuvan Urgaonkar, Committee Member

53. 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

54. COMMUNICATION-EFFICIENT AND FAULT-TOLERANT ALGORITHMS FOR DISTRIBUTED MACHINE LEARNING

open_access
Open Access
Author:
Haddadpour, Farzin
Title:
COMMUNICATION-EFFICIENT AND FAULT-TOLERANT ALGORITHMS FOR DISTRIBUTED MACHINE LEARNING
Graduate Program:
Electrical Engineering
Keywords:
Distributed - Communication - straggler
File:
Download My_PhD_Dissertation__1_.pdf
Committee Members:
Viveck Ramesh Cadambe, Dissertation Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Chair/Co-Chair
Mehrdad Mahdavi, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Necdet S Aybat, Outside Member
Mehrdad Mahdavi, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair

55. Privacy-preserving assessment of depression using Speech signal processing

open_access
Open Access
Author:
Bettapalli Nagaraj, Suhas
Title:
Privacy-preserving assessment of depression using Speech signal processing
Graduate Program:
Electrical Engineering
Keywords:
Speech Classification
Data Privacy
Depression Detection
Paralinguistics
File:
Download Suhas_MSEE_Thesis.pdf
Committee Members:
Saeed M Abdullah, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Jing Yang, Committee Member
Kultegin Aydin, Program Head/Chair