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Author:

Fecteau, Anthony Roman

Title:

BDI Plan Update In Dynamic Environments

Graduate Program:

Computer Science and Engineering

Keywords:

plan abort
plan fail
plan update
multi agent systems
intelligent agents
artificial intelligence
r-cast
BDI
plan task execution
plan step execution
update dispatcher

File:

Download anthonyfecteau.pdf

Committee Members:

John Yen, Thesis Advisor/Co-Advisor
Tracy Mullen, Thesis Advisor/Co-Advisor
Wang Chien Lee, Thesis Advisor/Co-Advisor

Author:

Artun, Fazil Emre

Title:

Optimized Design of Cyclic Pressure Pulsing in Naturally Fractured Reservoirs Using Neural-Network Based Proxy Models

Graduate Program:

Petroleum and Natural Gas Engineering

Keywords:

cyclic pressure pulsing
improved oil recovery
optimization
screening
CO2
N2
neural networks
genetic algorithms
artificial intelligence

File:

Download Artun.pdf

Committee Members:

Turgay Ertekin, Committee Chair/Co-Chair
Robert W Watson, Committee Chair/Co-Chair
Luis F Ayala H, Committee Member
Mirna Urquidi Macdonald, Committee Member
Majid Al Wadhahi, Committee Member

Author:

Gross, Joshua B

Title:

USING DERIVED SOCIAL CLUSTERS IN EMAIL TO SUPPORT HIGH-THROUGHPUT USERS IN MESSAGE MANAGEMENT

Graduate Program:

Information Sciences and Technology

Keywords:

artificial intelligence
social networks
human computer interaction
email
clustering

File:

Download diss-thesisOffice-jbg-2.pdf

Committee Members:

Mary Beth Rosson, Dissertation Advisor/Co-Advisor
Mary Beth Rosson, Committee Chair/Co-Chair
Frank Edward Ritter, Committee Member
John Millar Carroll, Committee Member
Richard Alan Carlson, Committee Member
John Yen, Committee Member

Author:

Enyioha, Chukwuka

Title:

An Investigation of the Efficacy of Advanced Well Structures in Unconventional Multi-phase Reservoirs

Graduate Program:

Petroleum and Natural Gas Engineering

Keywords:

Unconventional
advanced well structures
artificial intelligence
production prediction
field development
history matching

File:

Download DISSERTATION.pdf

Committee Members:

Turgay Ertekin, Dissertation Advisor/Co-Advisor
Zuleima T Karpyn, Committee Member
Yilin Wang, Committee Member
Daniel Kifer, Committee Member

Author:

McCandless, Tyler

Title:

Artificial Intelligence Techniques for Short-range Solar Irradiance Prediction

Graduate Program:

Meteorology

Keywords:

Solar irradiance
artificial intelligence
artificial neural network
solar power
regime-dependent

File:

Download tylermccandless.pdf

Committee Members:

Sue Ellen Haupt, Dissertation Advisor/Co-Advisor
George Young, Committee Chair/Co-Chair
Jerry Y Harrington, Committee Member
Jeffrey Brownson, Special Member

Author:

Ororbia, Alexander Gabriel

Title:

Coordinated Local Learning Algorithms for Continuously Adaptive Neural Systems

Graduate Program:

Information Sciences and Technology

Keywords:

artificial intelligence
artificial neural networks
local learning
neurocognitive
machine learning
lifelong learning

File:

Download ororbia-dissertation-july10-2018.pdf

Committee Members:

C. Lee Giles, Dissertation Advisor/Co-Advisor
C. Lee Giles, Committee Chair/Co-Chair
David Reitter, Committee Member
Vasant Honavar, Committee Member
Daniel Kifer, Outside Member

Author:

Mctaggart, Matthew Ira

Title:

Robust Video Frame Classification in Bronchoscopy

Graduate Program:

Electrical Engineering

Keywords:

bronchoscopy
endobronchial video summarization
lung cancer
image-guided procedures
endoscopic procedures
machine learning
artificial intelligence
surgical application
interventional application

File:

Download McTaggart2018-Thesis.pdf

Committee Members:

William E. Higgins, Thesis Advisor/Co-Advisor
William K. Jenkins, Committee Member

Author:

Cole, Jeremy

Title:

Incremental planning and buffering in language production: Modeling large-scale data

Graduate Program:

Information Sciences and Technology

Keywords:

computational linguistics
cognitive modeling
psycholinguistics
working memory
declarative memory
artificial intelligence

File:

Download dissertation__10_.pdf

Committee Members:

David T Reitter, Dissertation Advisor/Co-Advisor
David T Reitter, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Frank Edward Ritter, Committee Member
Michael Travis Putnam, Outside Member

Author:

Hackett, Timothy Michael

Title:

Applying artificial intelligence to space communications networks: Cognitive real-time link layer adaptations through rapid orbit planning

Graduate Program:

Electrical Engineering

Keywords:

artificial neural networks
neural networks
modulation
encoding
cognitive radio
space communications
machine learning
reinforcement learning
scheduling
block scheduling
demand access scheduling
beacon tone
network simulation
coverage statistics
mean pass time
mean gap time
max gap time
mean passes per day
artificial intelligence
software-defined radio
Deep Space Network

File:

Download Hackett-Dissertation_Final.pdf

Committee Members:

Sven G Bilen, Dissertation Advisor/Co-Advisor
Sven G Bilen, Committee Chair/Co-Chair
Julio Urbina, Committee Member
Viveck Ramesh Cadambe, Committee Member
Mark P Mahon, Outside Member
Alexander M. Wyglinski, Special Member

Author:

Pezanowski, Scott

Title:

Artificial Intelligence and Human Intelligence to Derive Meaningful Information on Geographic Movement Described in Text

Graduate Program:

Informatics

Keywords:

geographic movement
geovisual analytics
machine learning
natural language processing
big data analytics
geographic movement
geovisual analytics
machine learning
natural language processing
big data analytics
artificial intelligence
deep learning
visualization
GIScience
Information Retrieval

File:

Download 20210321_PezanowskiScott-Dissertation_final.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Nick Giacobe, Committee Member
Alan M Mac Eachren, Outside Member
Mary Beth Rosson, Program Head/Chair

Author:

Maier, Torsten

Title:

An Exploration of Cognitive Assistants and their Challenges

Graduate Program:

Industrial Engineering (PHD)

Keywords:

cognitive assistant
mental workload
trust
artificial intelligence
brainstorming
affordances

File:

Download Dissertation_Torsten.pdf

Committee Members:

Saeed Abdullah, Outside Unit & Field Member
Ling Rothrock, Major Field Member
Chris McComb, Co-Chair & Dissertation Advisor
Jessica Menold, Co-Chair & Dissertation Advisor
Steven Landry, Program Head/Chair

Author:

Agrawal, Sumit

Title:

Intelligent Ultrasound and Photoacoustic Imaging Systems: Design, Development and Beyond

Graduate Program:

Bioengineering (PHD)

Keywords:

ultrasound imaging
photoacoustic imaging
artificial intelligence
spectral unmixing
artifact removal
low-cost devices
portable medical imaging device

File:

Download PhD_Thesis_Sumit_Agrawal.pdf

Committee Members:

Sri-Rajasekhar Kothapalli, Chair & Dissertation Advisor
William Higgins, Major Field Member
Nanyin Zhang, Major Field Member
Vishal Monga, Outside Unit & Field Member
Daniel Hayes, Program Head/Chair

Author:

Gao, Yanjun

Title:

Analysis of Text to Identify, Represent and Group Distinct Propositions

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

natural language processing
text analysis
deep learning
computational linguistics
artificial intelligence

File:

Download Yanjun_Thesis__5_.pdf

Committee Members:

Paul Medvedev, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member
Kenneth Huang, Outside Unit & Field Member

Author:

Hoffman, Michael L

Title:

Online Maintenance Prioritization via Monte Carlo Tree Search and Case-based Reasoning in Complex Manufacturing Systems

Graduate Program:

Industrial Engineering (PHD)

Keywords:

maintenance optimization
condition-based maintenance
case-based reasoning
optimization via simulation
discrete event simulation
predictive maintenance
monte carlo tree search
artificial intelligence

File:

Download hoffman_dissertation.pdf

Committee Members:

Soundar Kumara, Co-Chair, Major Member & Dissertation Advisor
Russell Barton, Outside Unit & Field Member
Daniel Finke, Major Field Member
Michael Brundage, Special Member
Steven Landry, Program Head/Chair
Eunhye Song, Co-Chair & Dissertation Advisor

Author:

Yoga, Hanif

Title:

Machine Learning Approach for Prediction of Relative Permeability

Graduate Program:

Energy and Mineral Engineering (MS)

Keywords:

machine learning
artificial intelligence
artificial neural network
relative permeability
hysteresis
equation of state
multiphase flow in porous media

File:

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Committee Members:

Mort Webster, Professor in Charge/Director of Graduate Studies
Russell Taylor Johns, Thesis Advisor/Co-Advisor
Hamid Emami-Meybodi, Committee Member
Yashar Mehmani, Committee Member

Author:

Singh, Purushartha

Title:

Extending an Automated Content Assessment Method and Improving its Robustness for Classroom Use

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

natural language processing
automated summary content assessment
automated feedback generation
content assessment
educational use of artificial intelligence
artificial intelligence

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member

Author:

Molina Davila, Maria

Title:

Effects of AI vs. Human Moderators and Interactive Transparency on Perceived Trust and Acceptance of Content Classification Systems

Graduate Program:

Mass Communications

Keywords:

content moderation
artificial intelligence
transparency
interactivity
content classification
trust

File:

Download MolinaDiss_GSFormat_v5.pdf

Committee Members:

S. Shyam Sundar, Dissertation Advisor/Co-Advisor
S. Shyam Sundar, Committee Chair/Co-Chair
Michael Grant Schmierbach, Committee Member
Mary Beth Oliver, Committee Member
Saeed Abdullah, Outside Member
Matthew Paul Mcallister, Program Head/Chair

Author:

Williams, Glen

Title:

Towards the Next-Generation of Engineering Design Artificial Intelligence: A Framework for Additive Manufacturing Machine Learning Development

Graduate Program:

Mechanical Engineering (PHD)

Keywords:

additive manufacturing
machine learning
artificial intelligence
design
manufacturing

File:

Download Glen_Williams.pdf

Committee Members:

Nicholas Meisel, Major Field Member
Timothy Simpson, Major Field Member
Chris McComb, Chair & Dissertation Advisor
C Lee Giles, Outside Unit & Field Member
Daniel Haworth, Professor in Charge/Director of Graduate Studies

Author:

Buchan, Jennifer

Title:

Rhetoric, Gender, and Myth in the Age of the Technoapocalypse

Graduate Program:

Communication Arts and Sciences

Keywords:

artificial intelligence
gender
rhetoric
communication
myth

File:

Download Buchan_FinalThesisMay2021.pdf

Committee Members:

Michele Jean Kennerly, Thesis Advisor/Co-Advisor
Stephen Howard Browne, Committee Member
Ekaterina Haskins, Committee Member
Denise Haunani Solomon, Program Head/Chair

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