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Author:

Eden, Jake T

Title:

Location Extraction from Text Features in Practical Environments

Graduate Program:

Computer Science and Engineering

Keywords:

Text
text extraction
localization
classification
text features

File:

Download Eden_Jake_Thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Qin, Chenrong

Title:

MORAL DECISION MAKING UNDER MONETARY CONSIDERATIONS

Graduate Program:

Information Sciences and Technology

Keywords:

classification
rationality

File:

Download First_thesis_paper.pdf

Committee Members:

David T Reitter, Thesis Advisor/Co-Advisor

Author:

Gerg, Isaac

Title:

Domain Enriched Machine Learning for Synthetic Aperture Sonar

Graduate Program:

Electrical Engineering

Keywords:

machine learning
deep learning
sonar
autofocus
semantic segmentation
automatic target recogition
classification

File:

Download 2022_PhD_Thesis.pdf

Committee Members:

Alan Wagner, Outside Unit & Field Member
John Doherty, Major Field Member
Jing Yang, Major Field Member
Vishal Monga, Chair & Dissertation Advisor
Thomas F La Porta, Program Head/Chair

Author:

Yu, Mingzhao

Title:

Discriminative brain image analysis via geometrically inspired deep networks

Graduate Program:

Electrical Engineering

Keywords:

neuroimaging
AI
hydrocephalus
attention regularization
brain volume estimation
ultrasound
CT
MRI
classification

File:

Download Thesis.pdf

Committee Members:

Madhavan Swaminathan, Program Head/Chair
Mahanth Gowda, Major Field Member
Nanyin Zhang, Outside Unit & Field Member
Mehdi Kiani, Major Field Member
Steven J. Schiff, Special Member
Vishal Monga, Chair & Dissertation Advisor

Author:

Quach, Harris

Title:

Advances in Forward Sufficient Dimension Reduction Methods for Statistical Learning

Graduate Program:

Statistics

Keywords:

ordinal data
functional data
classification
outer product of canonical gradients
tensor product of gradients
local linear function on function regression
k-means tuning

File:

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Committee Members:

Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies
Bharath Kumar Sriperumbudur, Major Field Member
Yanyuan Ma, Major Field Member
Bing Li, Chair & Dissertation Advisor
Alexei Novikov, Outside Unit & Field Member

Author:

Hossain, Ayaan

Title:

Advanced algorithms for the design and analysis of synthetic genetic parts

Graduate Program:

Bioinformatics and Genomics (PhD)

Keywords:

automated
design
synthetic
genetic
parts
combinatorial
optimization
machine
learning
algorithm
promoter
mRNA
transcription
translation
decay
repression
CRISPR
repeats
interference
graph
theory
path
finding
nonrepetitive
repetitive
gene
synthesis
assembly
oligopool
discovery
barcodes
primers
counting
NGS
reads
classifier
classification
regressor
regression
random
forest
LASSO
ridge
homologous
recombination
instability
tuning
efficiency
plasmids
genome
engineering
degenerate
IUPAC
vertex
cover
independent
set
initiation

File:

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Committee Members:

Paul Babitzke, Outside Unit Member
Howard Salis, Chair & Dissertation Advisor
Costas Maranas, Major Field Member
Reka Albert, Outside Field Member
George Perry, Program Head/Chair

Author:

Johnson, Benjamin Norman

Title:

Resolving the Latent Structure of Borderline Personality Disorder: Predicting Symptoms in Daily Life

Graduate Program:

Psychology

Keywords:

personality disorder
phenotype
classification
assessment
diagnosis
individualized treatment
ecological momentary assessment
ambulatory assessment
mixture modeling
latent variable modeling
borderline personality disorder

File:

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Committee Members:

Kenneth Levy, Chair & Dissertation Advisor
Michael Hallquist, Major Field Member
Kristin Buss (she/her), Major Field Member
Peter Molenaar, Outside Unit & Field Member
Kristin Buss (She/Her), Program Head/Chair

Author:

Wolff, Elise

Title:

The Relationship between Professional and Lay Expertise within an Advocacy Field: Historical Changes in the 'Intellectual and Developmental Disability' Construct

Graduate Program:

Sociology (MA)

Keywords:

classification
categorization
identity
social movements
disability studies
disability rights
intellectual disability
developmental disability
expertise

File:

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Committee Members:

Gary J Adler, Jr., Thesis Advisor/Co-Advisor
Charles Seguin, Committee Member
David Baker, Professor in Charge/Director of Graduate Studies
Alan M Sica, Committee Member
Sarah Brothers, Committee Member

Author:

Gershey, Joshua

Title:

Oak recruitment in young forests: modeling the role of forest characteristics before disturbance and their interactions with the abiotic environment

Graduate Program:

Ecology

Keywords:

ecology
forest ecology
oak
oak recruitment
mixed oak
random forest
environment
oak regeneration
silviculture
forest management
forestry
stem exclusion
classification
forest stand
quercus
pennsylvania
PA
SILVAH
random forests
RF

File:

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Committee Members:

Laura P Leites, Thesis Advisor/Co-Advisor
Duane R Diefenbach, Committee Member
Jason Kaye, Program Head/Chair
Kimberly Bohn, Committee Member