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Author:

Laftchiev, Emil Ivanov

Title:

Robust Dynamical Model-based Data Representations and Structuring of Time Series Data for In-sequence Localization

Graduate Program:

Electrical Engineering

Keywords:

Data Dimension Reduction
Stochastic Programming
Multi-dimensional Data Representation
In-Sequence Localization

File:

Download Emil_Laftchiev-Dissertation_11_20_2014.PDF

Committee Members:

Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Sean Brennan, Dissertation Advisor/Co-Advisor
Minghui Zhu, Committee Member
John F Doherty, Committee Member
Christopher Rahn, Committee Member

Author:

Kannan, Aswin

Title:

Distributed Algorithms for Optimization and variational Inequality Problems: Addressing competition, Uncertainty, And Misspecification

Graduate Program:

Industrial Engineering

Keywords:

Variational inequalities
distributed algorithm
stochastic approximation
pseudomonotone.

File:

Download Aswin-Kannan-Thesis.pdf

Committee Members:

Vinayak V Shanbhag, Dissertation Advisor/Co-Advisor
Terry Lee Friesz, Committee Member
Paul M Griffin, Committee Member
Minghui Zhu, Committee Member
Angelia Nedich, Special Member

Author:

Bekiroglu, Korkut

Title:

From Data to Interventions: Using System Identification and Robust Control Algorithms to Design Effective Treatments

Graduate Program:

Electrical Engineering

Keywords:

Adaptive Intervention
Robust Treatment Design
System Identification
Atomic Norm
min-max Structured Robust Optimization

File:

Download Korkut_Dissertation.pdf

Committee Members:

Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
Minghui Zhu, Committee Member
Kenneth Jenkins, Committee Member
Stephanie Trea Lanza, Committee Member
Necdet S Aybat, Special Member

Author:

Gao, Xueyu

Title:

Modeling Uncertainty in Large_scale Urban Traffic Networks

Graduate Program:

Civil Engineering

Keywords:

Macroscopic Fundamental Diagram
Adaptive Signal Control
Urban Traffic Control
Markov Chain Model

File:

Download Dissertation_XueyuGao_finalsubmit.pdf

Committee Members:

Vikash Varun Gayah, Dissertation Advisor/Co-Advisor
Eric Todd Donnell, Committee Member
Sukran Ilgin Guler, Committee Member
Minghui Zhu, Committee Member

Author:

Ahmadi, Hesamoddin

Title:

On the Analysis of Data-driven and Distributed Algorithms for Convex Optimization Problems

Graduate Program:

Industrial Engineering

Keywords:

Optimization and learning
distributed optimization in power system
convex optimization
augmented Lagrangian

File:

Download HesamAhmadi-Dissertation.pdf

Committee Members:

Vinayak V Shanbhag, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Committee Member
Guodong Pang, Committee Member
Minghui Zhu, Committee Member

Author:

Ren, Chuangang

Title:

A Study of Selected Issues in Android Security

Graduate Program:

Computer Science and Engineering

Keywords:

Android
Computer Security
Android Security

File:

Download final-dissertation.pdf

Committee Members:

Sencun Zhu, Dissertation Advisor/Co-Advisor
Peng Liu, Committee Chair/Co-Chair
Sencun Zhu, Committee Member
Wang-Chien Lee, Committee Member
Minghui Zhu, Outside Member

Author:

He, Mu

Title:

Enhancements to the Floquet Method for Analysis and Design of Power Converter Systems

Graduate Program:

Electrical Engineering

Keywords:

Floquet Method
Power Converter Systems
Design Optimization
Genetic Algorithms

File:

Download Dissertation_Mu_He.pdf

Committee Members:

Jeffrey Scott Mayer, Dissertation Advisor/Co-Advisor
Jeffrey Scott Mayer, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
Minghui Zhu, Committee Member
Alok Sinha, Outside Member

Author:

Li, Yue

Title:

ADAPTIVE INFORMATION EXTRACTION FROM COMPLEX SYSTEMS VIA SYMBOLIC TIME SERIES ANALYSIS

Graduate Program:

Mechanical Engineering

Keywords:

Symbolic time series analysis
Hidden Markov modeling
Pattern recognition
Finite-state Automaton
Information Fusion
Sensor Networks
Battery SOC estimation
Battery SOH estimation
Recursive Bayes Filter
Image processing

File:

Download YueLi-Dissertation.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Christopher Rahn, Committee Member
Hosam Kadry Fathy, Committee Member
Shashi Phoha, Outside Member
Minghui Zhu, Outside Member
Thomas Wettergren, Committee Member

Author:

Mohammadzadeh Jasour, Ashkan

Title:

Convex Approximation of Chance Constrained Optimization Problems: Application in System and Control

Graduate Program:

Electrical Engineering

Keywords:

Chance Constrained
Convex Optimization
Semidefinite Programming
Measure and Moments
Polynomials
Sum of Squares Optimization
Duality

File:

Download Ashkan-Dissertation.pdf

Committee Members:

Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Necdet S Aybat, Committee Chair/Co-Chair
Vishal Monga, Committee Member
Minghui Zhu, Committee Member
Antonios Armaou, Outside Member
Alexei Novikov, Committee Member

Author:

Jha, Devesh Kumar

Title:

Learning and Decision Optimization in Data-Driven Autonomous Systems

Graduate Program:

Mechanical Engineering

Keywords:

Autonomous Systems
Machine Learning
Markov Modeling
Combustion Instability
Decision Making
Motion Planning

File:

Download Devesh-Dissertation.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Christopher Rahn, Committee Member
Thomas Wettergren, Committee Member
Minghui Zhu, Outside Member
Jan Severin Reimann, Outside Member
Abhishek Srivastav, Special Member