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Author:

Rangarajan, Atul

Title:

Newsvendor Inventory Decisions under Risk: Analytical and Evolutionary Agent models

Graduate Program:

Industrial Engineering

Keywords:

risk preferences
supply chain disruptions
utility models
Newsvendor model
evolutionary agent computation
inventory models

File:

Download Rangarajan_Dissertation_Final.pdf

Committee Members:

Arunachalam Ravindran, Committee Chair/Co-Chair
V Daniel R Guide Jr., Committee Member
Soundar Rajan Tirupatikumara, Committee Member
David Arthur Nembhard, Committee Member

Author:

Rai, Atisha

Title:

CREATION AND ANALYSIS OF PURPOSE DRIVEN ONLINE SOCIAL NETWORKS – APPLICATION TO PARENTS OF GIFTED CHILDREN

Graduate Program:

Industrial Engineering

Keywords:

purpose driven social network
online social networks
gifted children

File:

Download Atisha_Rai.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor

Author:

Raman, Arun

Title:

USING DISCRETE EVENT SIMULATION TO IMPROVE BLOOD SUPPLY CHAIN

Graduate Program:

Industrial Engineering

Keywords:

AUTOMOD
Discrete Event Simulation
Blood Supply Chain

File:

Download Arun_Final.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor

Author:

Zomorrodi, Ali Reza

Title:

OPTIMIZATION-DRIVEN DESIGN OF SYNTHETIC GENETIC CIRCUITS USING BIOBRICKS

Graduate Program:

Industrial Engineering

Keywords:

Biobrick
MIT registry of standard biological parts
Synthetic genetic circuits
Integer linear programming

File:

Download MS_thesis_Ali_R_Zomorrodi_Final.pdf

Committee Members:

Costas D Maranas, Thesis Advisor/Co-Advisor
Costas D Maranas, Thesis Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor

Author:

Natarajan, Ajay

Title:

MULTI-CRITERIA SUPPLY CHAIN INVENTORY MODELS WITH TRANSPORTATION COSTS

Graduate Program:

Industrial Engineering

Keywords:

Multi-Criteria optimization
Single Objective optimization
Inventory policies
Transportation
Inventory
Supply Chain
Stochastic modelling
Supply chain Case Study

File:

Download Thesis_Report.pdf

Committee Members:

Arunachalam Ravindran, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Timothy William Simpson, Committee Member
John Eugene Tyworth, Committee Member

Author:

Chung, Byung Do

Title:

ROBUST AND DYNAMIC MODELS FOR SUPPLY CHAIN AND TRANSPORTATION NETWORKS

Graduate Program:

Industrial Engineering

Keywords:

Dynamic traffic assignment
Supply chain and transportation networks
Robust optimization
Demand uncertainty

File:

Download Dissertation_Chung.pdf

Committee Members:

Tao Yao, Dissertation Advisor/Co-Advisor
Tao Yao, Committee Chair/Co-Chair
Terry Lee Friesz, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Venkataraman Shankar, Committee Member

Author:

Feng, Baichun

Title:

Outsourcing Under Uncertainty

Graduate Program:

Industrial Engineering

Keywords:

outsourcing
supply chain management

File:

Download feng_dissertation.pdf

Committee Members:

Tao Yao, Dissertation Advisor/Co-Advisor
Tao Yao, Committee Chair/Co-Chair
Terry Lee Friesz, Committee Member
Bin Jiang, Committee Member
Soundar Rajan Tirupatikumara, Committee Member
Susan Xu, Committee Member

Author:

Nowack, Craig Alan

Title:

Using Topological Constructs to Model Interactive Information Retrieval Dialogue in the Context of Belief, Desire, and Intention Theory

Graduate Program:

Industrial Engineering

Keywords:

search engine
dialogue
topology
queries

File:

Download Dissertation.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Eli Christopher C Byrne, Committee Member
Natarajan Gautam, Committee Member
Shankar Sundaresan, Committee Member
Richard Donovan Koubek, Committee Member

Author:

Solo, Christopher James

Title:

MULTI-OBJECTIVE, INTEGRATED SUPPLY CHAIN DESIGN AND OPERATION UNDER UNCERTAINTY

Graduate Program:

Industrial Engineering

Keywords:

supply chain
uncertainty
stochastic optimization
robust optimization
chance-constrained goal programming

File:

Download Solo--dissertation--3_Jun_09.pdf

Committee Members:

Arunachalam Ravindran, Dissertation Advisor/Co-Advisor
Arunachalam Ravindran, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
M Jeya Chandra, Committee Member
Susan H Xu, Committee Member

Author:

Carrino, Christopher N.

Title:

A Study of Repeat Collaboration in Social Affiliation Networks

Graduate Program:

Industrial Engineering

Keywords:

social network analysis
repeat collaboration
link prediction
link analysis
affiliation network
centrality
similarity
network data mining
pareto clique

File:

Download ChristopherCarrino-Dissertation.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Reka Z Albert, Committee Member
Leah C Newman, Committee Member
Tao Yao, Committee Member

Author:

OK, CHANG-SOO

Title:

DISTRIBUTED ENERGY-BALANCED ROUTING IN WIRELESS SENSOR NETWORKS

Graduate Program:

Industrial Engineering

Keywords:

Wireless Sensor network
Energy Balancing
Distributed Control
Social Welfare Function
Ant Colony Optimization
Energy Cost

File:

Download okcs-Dissertation.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Arunachalam Ravindran, Committee Member
Tao Yao, Committee Member
Prasenjit Mitra, Committee Member

Author:

Cavdur, Fatih

Title:

Network Mining: Applications to Business Data

Graduate Program:

Industrial Engineering

Keywords:

networks
network mining
asset graphs
business networks
financial systems
stock markets

File:

Download phd_thesis_fc.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Ling Rothrock, Committee Member
Tao Yao, Committee Member
C Lee Giles, Committee Member
Lyle Norman Long, Committee Member

Author:

Thevenot, Henri Jehan

Title:

A METHOD FOR PRODUCT FAMILY REDESIGN BASED ON COMPONENT COMMONALITY ANALYSIS

Graduate Program:

Industrial Engineering

Keywords:

Product Family Design
Product Platform Design
Commonality Index
Product Redesign
Genetic Algorithm
Product Dissection

File:

Download Final_Dissertation_Henri_Thevenot.pdf

Committee Members:

Timothy William Simpson, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Robert Carl Voigt, Committee Member
Madara M Ogot, Committee Member
Gul Kremer, Committee Member

Author:

Thadakamalla, Hari Prasad

Title:

Decentralized algorithms for search and routing in large-scale networks

Graduate Program:

Industrial Engineering

Keywords:

decentralized search
localized algorithms
complex networks
networks
local search
algorithms

File:

Download Thadakamalla-Dissertation.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Reka Z Albert, Committee Chair/Co-Chair
M Jeya Chandra, Committee Member
Arunachalam Ravindran, Committee Member
Arvind Rangaswamy, Committee Member
Leonid N Vaserstein, Committee Member

Author:

KIM, JIN DAE

Title:

Market-based Dynamic Control of Vehicle Deployment and Shipment Load Makeup in RFID-enabled Environments

Graduate Program:

Industrial Engineering

Keywords:

RFID
Multiagent-based Systems
Market-based Control
Supply Chains

File:

Download JDKIM_Dissertation.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Arunachalam Ravindran, Committee Member
M Jeya Chandra, Committee Member
Susan H Xu, Committee Member
Shang Tae Yee, Committee Member

Author:

Nanda, Jyotirmaya

Title:

A Framework for Product Platform Knowledge Management using the Semantic Web Paradigm

Graduate Program:

Industrial Engineering

Keywords:

product family design
product platform design
semantic web
ontology
knowledge management
formal concept analysis
product design

File:

Download Jyotirmaya.Nanda.Ph.D.Dissertation.pdf

Committee Members:

Timothy William Simpson, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Richard Allen Wysk, Committee Member
Lyle Norman Long, Committee Member
Steven B Shooter, Committee Member

Author:

Yin, Jing

Title:

A Rule-based Lens Model

Graduate Program:

Industrial Engineering

Keywords:

Lens Model
Decision Making
Judgment Analysis
Genetic Algorithm

File:

Download Thesis_JingYin.pdf

Committee Members:

Ling Rothrock, Dissertation Advisor/Co-Advisor
Ling Rothrock, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Arunachalam Ravindran, Committee Member
Richard Alan Carlson, Committee Member

Author:

Inochanon, Keerati

Title:

A Speedy Algorithm For Determining Personalized Discounts For Products Approaching Their End-of-Life Stage

Graduate Program:

Industrial Engineering

Keywords:

decision support system
personalized discount
inventory policy
dynamic pricing
expert system
fuzzy inference rules
data mining

File:

Download inochanon-thesis.pdf

Committee Members:

Dr Soundar Kumara, Thesis Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor

Author:

Tang, Kaizhi

Title:

MULTI-AGENT AND MARKET BASED DYNAMIC OPTIMIZATION AND ITS EXTENSIONS TO DISTRIBUTED SUPPLY CHAIN PROCUREMENT PLANNING PROBLEMS

Graduate Program:

Industrial Engineering

Keywords:

double auction
market mechanism
supply chain procurement
transportation planning
multi-agent system
contingency planning
reinforcement learning
meta-heuristic
variable neighborhood search
dynamic optimization
distributed heuristic
multi-stage game
evolutionary method
fictitious playing
evolutionary stable strategy

File:

Download PhDThesis.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Kalyan Chatterjee, Committee Member
Natarajan Gautam, Committee Member
Ernest Emory Enscore Jr., Committee Member

Author:

Katic, Megan Christine

Title:

Optimization of Distributed Netted Sensor Fields with Application to Undersea Surveillance

Graduate Program:

Industrial Engineering

Keywords:

Distributed Netted Sensors
Undersea Surveillance
MATLAB Simulation

File:

Download MastersThesis-Katic.pdf

Committee Members:

Dr Soundar Kumara, Thesis Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Jeffrey J Weinschenk, Thesis Advisor/Co-Advisor

Author:

Madireddy, Manini

Title:

DATA MINING AND NETWORK MINING APPROACH FOR SIGNIFICANT PROTEIN IDENTIFICATION IN GASTRIC BYPASS SURGERY

Graduate Program:

Industrial Engineering

Keywords:

Mass Spectrometry
Diabetes
Gene Filtering
Complex Networks
Systems Biology
Biological Networks
Protein Interaction Network
Bariatric Surgery

File:

Download Madireddy_Final_Thesis.pdf

Committee Members:

Andrew Scanlon, Thesis Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor

Author:

Thirumalai, Ramanujan

Title:

Multi Criteria - Multi Decision Maker Inventory Models For Serial Supply Chains

Graduate Program:

Industrial Engineering

Keywords:

Multi decision maker
Supply chain
Inventory control
Multi criteria optimization

File:

Download Raman_Thesis.pdf

Committee Members:

John Eugene Tyworth, Committee Member
Arunachalam Ravindran, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Jose Antonio Ventura, Committee Member

Author:

Gnanasambandam, Shanmuganathan

Title:

Performance Modeling and Resource Allocation for Adaptive Agent-Based Systems

Graduate Program:

Industrial Engineering

Keywords:

queueing
performance
resource allocation
agents
logistics
supply-chain
optimization

File:

Download thesis_nathan.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
M Jeya Chandra, Committee Member
Tao Yao, Committee Member
Dr Jun Shu, Committee Member
Dr Natarajan Gautam, Committee Member

Author:

Lee, Seokcheon

Title:

Market-based model predictive control for survivable distributed information systems: Resource allocation and algorithm selection

Graduate Program:

Industrial Engineering

Keywords:

distributed control
information system
auction market
survivability
scalability

File:

Download Seokcheon_Thesis.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Natarajan Gautam, Committee Member
M Jeya Chandra, Committee Member
Susan H Xu, Committee Member
Mark Greaves, Committee Member
Vikram Manikonda, Committee Member

Author:

Moon, Seung Ki

Title:

A Strategic Module-Based Platform Design Method for Developing Customized Families of Products and Services

Graduate Program:

Industrial Engineering

Keywords:

Product Family Design
Service Family Design
Module-based Platform
Data Mining
Decision-Making
Multi-Agent System
Mass Customization

File:

Download SeungKi.Moon.Ph.D.Dissertation.pdf

Committee Members:

Timothy William Simpson, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
David Arthur Nembhard, Committee Member
Dongwon Lee, Committee Member

Author:

Chung, Sung Hoon

Title:

Exploring Computational Sustainability via Differential Variational Inequalities

Graduate Program:

Industrial Engineering

Keywords:

computational sustainability
dynamic game
environment

File:

Download SHC-Dissertation.pdf

Committee Members:

Terry Lee Friesz, Dissertation Advisor/Co-Advisor
Terry Lee Friesz, Committee Chair/Co-Chair
Robert D Weaver, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Tao Yao, Committee Member
Seth Adam Blumsack, Committee Member

Author:

Oh, Seog-Chan

Title:

Effective Web-service Composition in Diverse and Large-scale Service Networks

Graduate Program:

Industrial Engineering

Keywords:

web-service composition
AI planning
complex network
benchmark

File:

Download oh-Dissertation.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Dongwon Lee, Committee Member
Tom Michael Cavalier, Committee Member
Timothy William Simpson, Committee Member
Ling Rothrock, Committee Member

Author:

Mahabhashyam, Sai Rajesh

Title:

Queueing Models For Resource Sharing In Computer Systems

Graduate Program:

Industrial Engineering

Keywords:

Stochastically varying service rates
Buffer content analysis
Resource sharing
Large deviations
Multiclass applications
Apllied Probability
Queueing models
Semi-Markov process

File:

Download Dissertation_sym110.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Natarajan Gautam, Committee Chair/Co-Chair
Tom Michael Cavalier, Committee Member
Susan H Xu, Committee Member

Author:

Sirivunnabood, Satama

Title:

Network Reconfiguration for Supply Chain Risk Mitigation

Graduate Program:

Industrial Engineering

Keywords:

Supply Chain
Network reconfiguration
Risk
Service-Oriented Architecture

File:

Download Sirivunnabood_dissertation.pdf

Committee Members:

Dr Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
David Arthur Nembhard, Committee Member
Sandeep Purao, Committee Member
Tao Yao, Committee Member

Author:

Marion, Tucker James

Title:

New Product Development in Early-Stage Firms

Graduate Program:

Industrial Engineering

Keywords:

cross-functional teams
product platforms
new product failure rates
early-stage firms
start-ups
new product development
industrial design
phase-gate

File:

Download T._Marion_Dissertation_Final_Draft_6-11-07.pdf

Committee Members:

Timothy William Simpson, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Richard Allen Wysk, Committee Member
Douglas J Thomas, Committee Member
Dr Steven B Shooter, Committee Member
Dr Marc H Meyer, Committee Member

Author:

KIM, TAE IL

Title:

DYNAMIC CONGESTION GAMES AND DYNAMIC TRAFFIC ASSIGNMENT

Graduate Program:

Industrial Engineering

Keywords:

Differential Algebraic Equation
Dynamic Traffic Assignment
Dynamic User Equilibrium

File:

Download TAEIL_KIM_FINAL.pdf

Committee Members:

Terry Lee Friesz, Dissertation Advisor/Co-Advisor
Tao Yao, Committee Member
Soundar Rajan Tirupatikumara, Committee Member
Robert D Weaver, Committee Member
Terry Lee Friesz, Committee Chair/Co-Chair

Author:

Slaugh, Vincent William

Title:

SIMULATION AND CONTROL OF DISTRIBUTED MULTI-AGENT BASED LOGISTICS SYSTEMS

Graduate Program:

Industrial Engineering

Keywords:

multi-agent systems
logistics

File:

Download vslaugh_thesis_final.pdf

Committee Members:

Dr Soundar Kumara, Thesis Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor

Author:

Kocaman, Veysel

Title:

OPERATION READINESS LEVEL (ORL) ASSESSMENT USING MULTI CRITERIA DECISION MAKING (MCDM) METHODS

Graduate Program:

Industrial Engineering

Keywords:

ORL
MCDM
AHP
LINMAP
DEA
Lp Metrics
Borda Count
Readiness
Ranking
Scaling
Normalization

File:

Download Kocaman_thesis_ORL_Assessment.pdf

Committee Members:

Dr Soundar Kumara, Thesis Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor

Author:

Lee, Yong-Han

Title:

Market-based Dynamic Resource Control of Distributed Multiple Projects

Graduate Program:

Industrial Engineering

Keywords:

resource control
distributed multiple projects
multiagent
market-based control

File:

Download yonghan_thesis.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Kalyan Chatterjee, Committee Member
Natarajan Gautam, Committee Member
Timothy William Simpson, Committee Member

Author:

Hong, Yunho

Title:

Optimal control problems on stratified domains: Application to single-station multiclass queueing systems with finite buffers and overflow costs

Graduate Program:

Industrial Engineering

Keywords:

Discontinuous Hamilton-Jacobi equation
Viscosity solution
Queueing theory
Optimal control theory

File:

Download YunhoHong-Dissertation.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Alberto Bressan, Committee Chair/Co-Chair
Susan H Xu, Committee Member
M Jeya Chandra, Committee Member
Tao Yao, Committee Member

Author:

Chen, Yiyu

Title:

PERFORMANCE AND CONTROL OF PARALLEL MULTI-SERVER QUEUES WITH APPLICATIONS to WEB HOSTING Services

Graduate Program:

Industrial Engineering

Keywords:

power management
multi-server queueing analysis
QoS
web hosting center

File:

Download Thesis.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Natarajan Gautam, Committee Chair/Co-Chair
Anand Sivasubramaniam, Committee Member
Dennis Kon Jin Lin, Committee Member

Author:

Lawit, Aitan Salamon

Title:

Supplier Selection under Product Breakdown Structure Constraints

Graduate Program:

Industrial Engineering

Keywords:

Supplier Selection
Product Breakdown Structure
Non-preemptive Goal Programming

File:

Download MastersThesis_AitanLawit.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor

Author:

Neto, Pedro Amaral

Title:

Dynamic and Differential Games in Electric Power Markets

Graduate Program:

Industrial Engineering

Keywords:

Game Theory
Electric Power Markets
Dynamic Games
Differential Games
Optimal Feedback Control
Complementarity

File:

Download Pedro_Neto_Dissertation.pdf

Committee Members:

Terry Lee Friesz, Dissertation Advisor/Co-Advisor
Terry Lee Friesz, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Tao Yao, Committee Member
Seth Adam Blumsack, Committee Member

Author:

Pazhani, Subramanian

Title:

design of closed loop supply chain networks

Graduate Program:

Industrial Engineering

Keywords:

closed loop supply chains
refurbishing
recycling
network design
mathematical modeling

File:

Download Thesis_Final__Subramanian_Pazhani_.pdf

Committee Members:

Arunachalam Ravindran, Dissertation Advisor/Co-Advisor
Arunachalam Ravindran, Committee Chair/Co-Chair
Jose Antonio Ventura, Committee Member
Soundar Rajan Tirupatikumara, Committee Member
Akhil Kumar, Committee Member

Author:

Kim, Wonmo

Title:

A Framework for Set-based Manufacturing Analysis and Visual Feedback

Graduate Program:

Industrial Engineering

Keywords:

manufacturing analysis
design for manufacturing
visual manufacturing feedback
set-based approach

File:

Download dissertation_final.pdf

Committee Members:

Timothy William Simpson, Dissertation Advisor/Co-Advisor
Timothy William Simpson, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Member
Sanjay B Joshi, Committee Member
Christopher J Saldana, Committee Member
Mary I Frecker, Committee Member
Daniel Antion Finke, Special Member

Author:

Choi, Sung Hee

Title:

BLOOD SUPPLY CHAIN OPERATIONAL EFFICIENCY IMPROVEMENT BY AGENT BASED SIMULATION

Graduate Program:

Industrial Engineering

Keywords:

Blood Supply Chain
Agent-Based Simulation modeling

File:

Download FinalThesis-Sung_Hee_Choi.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
David Arthur Nembhard, Committee Member
Tao Yao, Committee Member
Kyusun Choi, Committee Member

Author:

Hatim, Qais Yahya

Title:

Integrating Sustainability in Manufacturing Process Planning

Graduate Program:

Industrial Engineering

Keywords:

Sustainability
Process Planning
Simulation
Optimization
Methodology

File:

Download Qais_Hatim_Dissertation_July2015_Final.pdf

Committee Members:

Christopher Saldana, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Lyle Norman Long, Committee Member
David R Riley Ii, Committee Member
Robert Carl Voigt, Committee Member
Sudarsan Rachuri, Special Member

Author:

Polim, Rico

Title:

Real-Time Supply Chain Analytics - Shipment Duration Prediction

Graduate Program:

Industrial Engineering

Keywords:

Logistics
Data Mining
Forecasting

File:

Download Thesis-Rico-Nov17.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Hui Zhao, Committee Member
Robert Voight, Committee Member

Author:

Chellappa, Varun Sudhurshun

Title:

SPATIAL ACCESSIBILITY IN FOOD DESERTS

Graduate Program:

Industrial Engineering

Keywords:

Data Analytics
Data Mining
Spatial Accessibility
Big Data
Process Improvement

File:

Download Varun_S_Chellappa_-_MS_Thesis_-_Fall_2016.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Conrad S Tucker, Committee Member
Janis P Terpenny, Committee Member

Author:

Sung, Yi Shan

Title:

NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS

Graduate Program:

Industrial Engineering

Keywords:

network analytics
machine learning
healthcare analytics
online social networks
dominance attribute
community detection
provider order recommendation system
length of stay
remaining length of stay
classification
prediction

File:

Download phd_thesis_yishan.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Guodong Pang, Committee Member
Tao Yao, Committee Member
Reka Z Albert, Outside Member
Kamesh Madduri, Outside Member
LiYing Cui, Special Member

Author:

Sharedalal, Rutvik

Title:

AMAZON FINE FOOD REVIEWS - DESIGN AND IMPLEMENTATION OF AN AUTOMATED CLASSIFICATION SYSTEM

Graduate Program:

Industrial Engineering

Keywords:

Text mining
Text classification
Online consumer reviews
Review helpfulness
Word embedding

File:

Download MS_Thesis_rns26.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor

Author:

Chen, Cheng Bang

Title:

RECURRENCE ANALYSIS OF HIGH-DIMENSIONAL COMPLEX SYSTEMS WITH APPLICATIONS IN HEALTHCARE AND MANUFACTURING

Graduate Program:

Industrial Engineering

Keywords:

Recurrence Analysis
Nonlinear Dynamics
Pattern-Frequency Tree
Network Science
Space-Filling Curve
Complex system
Healthcare
Manufacturing

File:

Download phd_thesis_chengbang_final.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Saurabh Basu, Committee Member
Bharath Kumar Sriperumbudur, Outside Member
Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Ling Rothrock, Program Head/Chair

Author:

Alamoudi, Hassan

Title:

Applications of artificial intelligence and machine learning in healthcare: A cardiovascular case

Graduate Program:

Industrial Engineering

Keywords:

Artificial Intelligence
Machine Learning
Healthcare
Cardiovascular

File:

Download Hassan_Alamoudi-MS_Thesis_Dec_2019.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Robert Carl Voigt, Program Head/Chair
Hui Yang, Committee Member
Robert Carl Voigt, Special Signatory

Author:

Sabbineni, Navya

Title:

Understanding Employee Attrition Using Explainable AI

Graduate Program:

Industrial Engineering

Keywords:

Explainable AI

File:

Download Navya_Thesis_FinalVersion.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Ling Rothrock, Program Head/Chair
Hui Yang, Committee Member
Ling Rothrock, Committee Member

Author:

Zokaeinikoo, Maryam

Title:

Interpretable Artificial Intelligence Models to Detect Chronic and Infectious Diseases

Graduate Program:

Industrial Engineering

Keywords:

Interpretable
Deep learning
Alzheimer's
COVID-19
Attention mechanism

File:

Download Interpretable_Artificial_Intelligence_Models_to_Detect_Chronic_and_Infectious_Diseases_FINAL_Revised.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Member
Qiushi Chen, Committee Member
Akhil Kumar, Outside Member
Steven James Landry, Program Head/Chair
Prasenjit Mitra, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair

Author:

Jo, Jihyun

Title:

Vehicle Routing Problems in a Megacity

Graduate Program:

Industrial Engineering

Keywords:

Vehicle routing problem
Markov Decision Process
Mixed-Integer Linear Programming
Genetic Algorithm
Approximate Backward Induction
Heuristics
Megacity logistics

File:

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Committee Members:

Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Hui Yang, Committee Member
Saurabh Basu, Committee Member
Kamesh Madduri, Outside Member
Steven James Landry, Program Head/Chair

Author:

Mojahed Yazdi, Reza

Title:

A HYBRID DEEP LEARNING MODEL OF PROCESS-BUILD INTERACTIONS IN ADDITIVE MANUFACTURING

Graduate Program:

Industrial Engineering

Keywords:

Deep Learning
Wavelet Analysis
Process Monitoring
Texture Analysis
Additive Manufacturing
Laser Powder Bed Fusion
Data Analysis
Machine Learning

File:

Download Reza_Mojahed_Yazdi_Master_Thesis.pdf

Committee Members:

Hui Yang, Thesis Advisor/Co-Advisor
Steven James Landry, Program Head/Chair
Soundar Rajan Tirupatikumara, Committee Member
Clyde Lee Giles, Committee Member

Author:

Garza, Angela

Title:

INTEGRATING OPTIMIZATION AND ARTIFICIAL INTELLIGENCE - AGENT BASED MODELING FOR OPTIMAL WORKFORCE PLANNING

Graduate Program:

Industrial Engineering

Keywords:

agent-based modeling
workforce planning
system dynamics
multi-objective mathematical programming
artificial intelligence
optimization

File:

Download Garza_Final_Dissertation_20191205.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Jay Dean Martin, Special Member
Eunhye Song, Committee Member
Akhil Kumar, Outside Member
Daniel A. Finke, Committee Member
Ling Rothrock, Program Head/Chair

Author:

Julaiti, Juxihong

Title:

Manufacturing Systems Modeling and Analysis

Graduate Program:

Industrial Engineering

Keywords:

stochastic scheduling
job shop scheduling
optimal control
reinforcement learning

File:

Download Dissertation_Juxihong_Julaiti.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Guodong Pang, Committee Chair/Co-Chair
Eunhye Song, Committee Member
Vasant Gajanan Honavar, Outside Member
Bicheng Chen, Special Member
Steven James Landry, Program Head/Chair
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Guodong Pang, Dissertation Advisor/Co-Advisor