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Author:

Tewari, Ashutosh

Title:

PRIOR KNOWLEDGE BASED IDENTIFICATION OF TAKAGI-SUGENO-KANG FUZZY MODELS FOR STATIC NONLINEAR SYSTEMS

Graduate Program:

Engineering Science and Mechanics

Keywords:

Knowledge-based systems
Data driven models
Neuro-fuzzy models
TSK fuzzy models
Artificial Intelligence

File:

Download PhDDissertationTewari.pdf

Committee Members:

Dr Mirna Urquidi Macdonald, Dissertation Advisor/Co-Advisor
Mirna Urquidi Macdonald, Committee Chair/Co-Chair
Joseph Paul Cusumano, Committee Member
Akhlesh Lakhtakia, Committee Member
Soundar Rajan Tirupatikumara, Committee Member

Author:

Shah, Mirza Akbar

Title:

A LANGUAGE-BASED SOFTWARE FRAMEWORK FOR MISSION PLANNING IN AUTONOMOUS MOBILE ROBOTS

Graduate Program:

Computer Science and Engineering

Keywords:

Software Engineering
Software Framework
Autonomy
Autonomous Robots
Autonomous Vehicles
Planning
Domain-Specific Programming Languages
Artificial Intelligence
Distributed Planning
Hierarchical Planning
Multi-Agent Planning

File:

Download thesis_shah.pdf

Committee Members:

John Joseph Hannan, Thesis Advisor/Co-Advisor
John Joseph Hannan, Thesis Advisor/Co-Advisor

Author:

Patki, Mayuresh Premanand

Title:

A Low Power and Area Efficient CMOS Implementation of Multilayer Feedforward Artificial Neural Network

Graduate Program:

Electrical Engineering

Keywords:

Artificial Intelligence
Artificial Neural Networks
Metal Oxide Semiconductor Implementation Service
Integrated Circuit
CMOS
Very Large Scale Integration
McCulloch and Pitts neuron
Perceptron
Backpropagation Algorithm
Synapses
Gilbert Multiplier Cell
Activation Function Circuit
Floating Gate
Single Transistor Learning Synapse
Post-Synaptic Current
Spike Timing Dependent Plasticity
Long Term Potentiation
Long Term Depression
Static Random Access Memory
Memristor
Mean Square Error
Cadence OrCAD Capture
Cadence PSpice A/D
Electric VLSI Design System
Network Consistency Check
Layout Vs Schematic Check
XOR Classification Problem
MATLAB
Time Domain
Instantaneous Power Dissipation
Loading
Learning Rate
Mixed Signal
System on Chip
Field Programmable Gate Arrays

File:

Download Mayuresh_Patki_Thesis_Final_Report.pdf

Committee Members:

Seth Wolpert, Thesis Advisor/Co-Advisor
Scott Von Tonningen, Committee Member
Wolfram Bettermann, Committee Member

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:

Fu, Yiwei

Title:

Modeling, Prediction and Control of Engineering Systems with Long Short-Term Memory

Graduate Program:

Mechanical Engineering

Keywords:

Artificial Intelligence
Deep Learning
Robotics
Representation Learning
Autonomous Systems
Time Series

File:

Download YiweiFu-Dissertation.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Bo Cheng, Committee Member
Minghui Zhu, Outside Member
Shashi Phoha, Outside Member
Thomas Wettergren, Special Member
Daniel Connell Haworth, Program Head/Chair

Author:

Steinkruger, Dylan

Title:

An Artificially Intelligent System for the Automated Issuance of Tornado Warnings in Simulated Convective Storms

Graduate Program:

Meteorology

Keywords:

Convective Storms
Tornadoes
Prediction
Artificial Intelligence
Machine Learning

File:

Download SteinkrugerThesisFinal.pdf

Committee Members:

Paul Markowski, Thesis Advisor/Co-Advisor
George Spencer Young, Thesis Advisor/Co-Advisor
David Jonathan Stensrud, Committee Member
David Jonathan Stensrud, Program Head/Chair

Author:

Bandyopadhyay, Saptarashmi

Title:

Vessel Analysis in Narrow Band Imaging Bronchoscopic Video

Graduate Program:

Computer Science and Engineering

Keywords:

Narrow Band Imaging
Bronchoscopy
Vessel Enhancement
Vessel Segmentation
Artificial Intelligence
Lung Cancer Detection

File:

Download Saptarashmi2020-MS.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Imani, Farhad

Title:

Sensor-based Modeling and Analysis of Advanced Manufacturing Systems for Quality Improvements

Graduate Program:

Industrial Engineering

Keywords:

Additive Manufacturing
Artificial Intelligence
Smart Manufacturing
Machine Learning
Process Monitoring and Control
Quality Control

File:

Download Dissertation_Final_Farhad_Imani.pdf

Committee Members:

Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Timothy W. Simpson, Committee Member
Saurabh Basu, Committee Member
Edward William Reutzel, Outside Member
Steven James Landry, Program Head/Chair

Author:

Shin, Hyunjong

Title:

ANALYTICAL AND EMPIRICAL MODELS FOR PROCESS TRANSFORMATION TOWARDS SMARTER MAINTENANCE

Graduate Program:

Industrial Engineering

Keywords:

Smart Maintenance
Artificial Intelligence
Machine Learning
System Interaction
Business Process
Business Process Transformation
Human Centered System

File:

Download HJSHIN_Dissertation_04132021.pdf

Committee Members:

Vittaldas V Prabhu, Dissertation Advisor/Co-Advisor
Vittaldas V Prabhu, Committee Chair/Co-Chair
Ling Rothrock, Committee Member
Paul Marshal Griffin, Committee Member
Suvrat Saurabh Dhanorkar, Outside Member
Felisa Preciado Higgins, Special Member
Steven James Landry, Program Head/Chair

Author:

Yu, Shuai

Title:

A New Perspective of Understanding Compaction of Particulate Asphalt Mixtures: Mechanism and Automated Assessment

Graduate Program:

Civil Engineering

Keywords:

Asphalt mixture
Particle rotation
Compaction mechanism
Artificial Intelligence
Sensing technology
Density prediction

File:

Download PhD_Dissertation_ShuaiYu.pdf

Committee Members:

Farshad Rajabipour, Program Head/Chair
Tong Qiu, Major Field Member
Mansour Solaimanian, Major Field Member
Shihui Shen, Chair & Dissertation Advisor
Tieyuan Zhu, Outside Unit & Field Member

Author:

Xu, Dongkuan

Title:

Resource-efficient Deep Learning: Democratizing AI at Scale

Graduate Program:

Information Sciences and Technology

Keywords:

Deep Learning
Democratization
Efficient
Artificial Intelligence
Model Compression
Graph Neural Network
Acceleration

File:

Download PhD_dessertation_Dongkuan_Xu_Resource_efficient_Deep_Learning_FinalVersion.pdf

Committee Members:

Dongwon Lee, Major Field Member
Xiang Zhang, Chair & Dissertation Advisor
Xiao Liu, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Major Field Member

Author:

Nagarajan, Karthikeyan

Title:

Exploring Security Challenges and Opportunities in Emerging Memory and Computing Technologies

Graduate Program:

Computer Science and Engineering

Keywords:

Non Volatile Memory
Artificial Intelligence
In-Memory Computing
Spiking Neural Networks
Fault Injection
Information Leakage
Denial of Service
Hardware Trojan
Side Channel Attack

File:

Download PhD_Thesis_Karthikeyan_Nagarajan_Revised.pdf

Committee Members:

Swaroop Ghosh, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Mehdi Kiani, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Zare, Maryam

Title:

An Agent Learning Dialogue Policies for Sensing, Perceiving and Learning through Multi-modal Communication

Graduate Program:

Computer Science and Engineering

Keywords:

Artificial Intelligence
Natural Language Processing
Dialogue Systems
Learning through Communication

File:

Download MaryamZare_Dissertation_Penn_State_University.pdf

Committee Members:

Alan Wagner, Outside Unit & Field Member
Robert Collins, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

Author:

Garcia, Miguel

Title:

Insights on the use of Machine Learning to Predict Retention of Career Soldiers in the United States Army

Graduate Program:

Data Analytics

Keywords:

Artificial Intelligence
Machine Learning
AI
Deep Learning
Decision Tree
Logistic Regression
Random Forest
XGBoost
Artificial Neural Network
Deep Neural Network
U.S. Army
Military
Attrition
Retention
Person-Event Data Environment
PDE
Department of Defense
DoD
Army Analytics Group
AAG
Naive Bayes
Active Duty
Enlistment
Commissioned Officers
Soldiers
Area Under the Curve
AUC
Data Analytics
Retirement
MEDPROS
PHA
MEPCOM
DTMS
ATMS
ROC Curve
Variable Importance
Preprocessing
Data Quality

File:

Download Insights_on_the_use_of_AI_to_Predict_Retention_of_Career_Soldiers_in_the_US_Army.pdf

Committee Members:

Colin Neill, Program Head/Chair
Partha Mukherjee, Thesis Advisor/Co-Advisor
Guanghua Qiu, Committee Member
Youakim Badr, Thesis Advisor/Co-Advisor

Author:

Khademi, Aria

Title:

Excursions in Causal Data Science: Fairness, Causal Attribution, and Applications

Graduate Program:

Informatics

Keywords:

Artificial Intelligence
Machine Learning
Causal Inference
Interpretable Machine Learning
Fairness
Health Care
Causal Attribution

File:

Download PhD_Dissertation_Aria_Khademi.pdf

Committee Members:

Daniel Susser, Major Field Member
Sarah Rajtmajer, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Aleksandra Slavkovic, Outside Unit, Field & Minor Member
Mary Beth Rosson, Program Head/Chair

Author:

Benjestorf, Joshua

Title:

Micro-Wireless Power Transfer with Applications to the Non-Metallic Connector

Graduate Program:

Electrical Engineering

Keywords:

Wireless Power Transfer
Micro-Wireless Power Transfer
Non-Metallic Connector
Universal Serial Bus
Electronic Industries Alliance
International electrotechnical Commission
Underwriter Laboratories
Institute for Electrical and Electronics Engineers
Global E-waste Monitor
Contactless Power Transfer
Inductive Power Transfer
Internet of Things
Artificial Intelligence
Series-Series Topology
Series-Parallel Topology
Parallel-Series Topology
Parallel-Parallel Topology
Advanced Design System
Scatter Parameters
Device Under Test
Vector Network Analyzer
Sub-Miniature A
Printed Circuit Board
Digital Multi Meter

File:

Download MSEE_Thesis_Benjestorf_07-13-2021.pdf

Committee Members:

Thang Bui, Program Head/Chair
Aldo W Morales, Thesis Advisor/Co-Advisor
Sedig Salem Agili, Thesis Advisor/Co-Advisor
Nashwa Nabil Elaraby, Special Signatory

Author:

Melo Cruz, Arthur

Title:

Value Alignment in Ethical Dilemmas Through Reinforcement Learning

Graduate Program:

Aerospace Engineering

Keywords:

Robotics
Reinforcement Learning
Ethical Dilemma
Robot Ethics
Machine Ethics
Machine Learning
Artificial Intelligence

File:

Download Melo_Cruz_MSThesis.pdf

Committee Members:

Alan Richard Wagner, Thesis Advisor/Co-Advisor
Jacob Willem Langelaan, Committee Member
Amy Pritchett, Program Head/Chair

Author:

Robles, Pedro

Title:

DEVELOPING AN EFFECTIVE ARTIFICIAL INTELLIGENCE GOVERNANCE FRAMEWORK

Graduate Program:

Public Administration

Keywords:

Information Technology Governance
Artificial Intelligence
Policy Diffusion
Conceptual Framework
Autonomous Vehicle

File:

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Committee Members:

Goktug Morcol, Program Head/Chair
Michele Tantardini, Major Field Member
Rhoda Joseph, Outside Unit & Field Member
Eric Best, Major Field Member
Dan Mallinson, Chair & Dissertation Advisor

Author:

Yazdani, Amirsaeed

Title:

Training-Robust Design of Deep Neural Networks for Imaging and Vision

Graduate Program:

Electrical Engineering

Keywords:

Computer Vision
Image Processing
Artificial Intelligence
Deep Learning
Neural Networks
Photoacoustic Target Localization
Image Relighting
Active Learning
Semantic Segmentation

File:

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Committee Members:

Madhavan Swaminathan, Program Head/Chair
Robert Collins, Major Field Member
William Higgins, Major Field Member
Houtan Jebelli, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor

Author:

Sun, Yuan

Title:

Effects of AI Attributes and Explanation Affordance on User Trust in AI Systems

Graduate Program:

Mass Communications

Keywords:

Artificial Intelligence
Explanation Affordance
User Agency
Message Interactivity
Trust

File:

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Committee Members:

Anthony Olorunnisola, Program Head/Chair
Fuyuan Shen, Major Field Member
Jessica Myrick, Major Field Member
James Dillard, Outside Unit & Field Member
S. Shyam Sundar, Chair & Dissertation Advisor

Author:

Prajapati, Rupesh

Title:

Leveraging Large Darknets for Actionable Threat Intelligence: An Artificial Intelligence-Driven Approach

Graduate Program:

Informatics

Keywords:

Threat Intelligence
Artificial Intelligence
AI
Network Telescopes
Darknet
Machine Learning
Cybersecurity
Cyber Threat
Internet Landscape
Temporal Change Detection

File:

Download PhD_Dissertation_Rupesh.pdf

Committee Members:

Carleen Maitland, Program Head/Chair
Vasant Honavar, Major Field Member
Jia Li, Outside Unit & Field Member
Michalis Kallitsis, Special Member
Dinghao Wu, Chair & Dissertation Advisor
John Yen, Major Field Member

Author:

Das, Suhrid

Title:

Physically Enriched Neural Networks For Industrial Metal Detection

Graduate Program:

Electrical Engineering

Keywords:

Deep Learning
Machine Learning
Domain-enriched Machine Learning
Metal Detection
Digital Signal Processing
Pattern Recognition
Detection
Classification
Product Signal Adaptation
Artificial Intelligence
Time Series Classification

File:

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Committee Members:

Vishal Monga, Thesis Advisor/Co-Advisor
Ram Mohan Narayanan, Committee Member
Madhavan Swaminathan, Program Head/Chair
Ankit Tyagi, Special Signatory

Author:

Liao, Meng Qi

Title:

Does Conversationality and Verifiability Affect Trust in Content Generated by ChatGPT?

Graduate Program:

Mass Communications

Keywords:

Generative AI
Trust
Artificial Intelligence
Verification
Misinformation

File:

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Committee Members:

Anthony Olorunnisola, Program Head/Chair
Michael Schmierbach, Major Field Member
Aiping Xiong, Outside Unit & Field Member
Jessica Myrick, Major Field Member
S. Shyam Sundar, Chair & Dissertation Advisor

Author:

Wang, Haizhou

Title:

Using AI Technologies To Solve Software Security Challenges

Graduate Program:

Informatics

Keywords:

Large Language Model
Artificial Intelligence
Software Security
Reverse Engineering
Deep Learning
Information Security

File:

Download Phd_Dissertation_Final_Defense-4.pdf

Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Peng Liu, Chair & Dissertation Advisor
Minghui Zhu, Outside Unit & Field Member
Sharon Huang, Major Field Member
Suhang Wang, Major Field Member