Keyword: machine learning - Blacklight Search Results

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Author:: Behoora, Ishan
Title:: Line of sight sensors: Applications and related 1.5D terrain guarding problem variants
Graduate Program:: Computer Science and Engineering
Keywords:: machine learning
algorithms
computational geometry
approximation
hardness
line of sight sensors
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Committee Members:: Chitaranjan Das, Program Head/Chair
Martin Fürer, Chair & Dissertation Advisor
Antonio Blanca, Major Field Member
Kamesh Madduri, Major Field Member
Reuben Kraft, Outside Unit & Field Member
Piotr Berman, Special Member

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Author:: Eckert, Scott
Title:: Studying risk factors for antibiotic resistance from population-scale microbiome data and machine learning
Graduate Program:: Bioinformatics and Genomics (PhD)
Keywords:: Microbiome
bioinformatics
antibiotic resistance
idiopathic pulmonary fibrosis
statistical genetics
machine learning
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Committee Members:: Dajiang Liu, Chair & Dissertation Advisor
James Broach, Major Field Member & Dissertation Advisor
Leslie Parent, Outside Unit & Field Member
Emily Davenport, Major Field Member
David Koslicki, Program Head/Chair

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Author:: Zawadzki, Brianna
Title:: Investigating Planet Formation Through Simulation, Observation, and Machine Learning
Graduate Program:: Astronomy and Astrophysics
Keywords:: astronomy
protoplanetary disks
exoplanets
planet formation
machine learning
interferometry
imaging
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Committee Members:: Bradford Foley, Outside Unit & Field Member
Rebekah Dawson, Major Field Member
Kevin Luhman, Major Field Member
Robin Ciardullo, Program Head/Chair
Ian Czekala, Chair & Dissertation Advisor
Eric Ford, Major Field Member

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Author:: Liu, Zhihan
Title:: Novel machine learning methods for interpreting human genetic variants
Graduate Program:: Molecular, Cellular, and Integrative Biosciences
Keywords:: machine learning
copy number variation
de novo mutation
pathogenicity prediction
penetrance estimation
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Committee Members:: Melissa Rolls, Program Head/Chair
Qunhua Li, Outside Unit & Minor Member
Mingfu Shao, Outside Field Member
Dajiang Liu, Outside Unit Member
Shaun Mahony, Major Field Member
Santhosh Girirajan, Chair & Dissertation Advisor

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Author:: Zhou, Chen
Title:: Application of machine learning to optical sensing and imaging
Graduate Program:: Electrical Engineering
Keywords:: Optical sensing
optical imaging
machine learning
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Committee Members:: Zhiwen Liu, Chair & Dissertation Advisor
Christine Keating, Outside Unit & Field Member
Seyedehaida Ebrahimi, Major Field Member
Madhavan Swaminathan, Program Head/Chair
Xingjie Ni, Major Field Member

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Author:: La Chat, Grant
Title:: Identification of Rossby Wave Breaking Flavors using Self-Organizing Maps
Graduate Program:: Meteorology and Atmospheric Science
Keywords:: machine learning
self-organizing maps
anticyclones
cyclogenesis
Potential vorticity
Rossby waves
Wave breaking
Synoptic meteorology
moisture transport
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Committee Members:: David Stensrud, Program Head/Chair
Melissa Marie Gervais, Thesis Advisor/Co-Advisor
Steven B Feldstein, Committee Member
Kevin Andrew Bowley, Thesis Advisor/Co-Advisor
Colin M. Zarzycki, Committee Member

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Author:: Yu, Anya
Title:: Investigating the Impact of Language Experience on Second Language Reading Comprehension Using a Resting-State Connectome-based Predictive Model
Graduate Program:: Psychology
Keywords:: L2 reading
immersion
resting-state fMRI
machine learning
implicit learning
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Committee Members:: Roger Beaty, Major Field Member
Frank Hillary, Major Field Member
Janet van Hell, Chair & Dissertation Advisor
Peggy Van Meter, Outside Unit & Field Member
Kristin Buss (she/her), Program Head/Chair

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Author:: Di Domenico, Nicolle
Title:: Quantifying the Spatiotemporal Inundation Patterns of Tundra Polygonal Ground and Its Relationship with Arctic Climate
Graduate Program:: Geography
Keywords:: geomorphology
Arctic
polygonal ground
geography
remote sensing
machine learning
climate change
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Committee Members:: Shujie Wang, Thesis Advisor/Co-Advisor
Manzhu Yu, Committee Member
Brian King, Program Head/Chair
Elizabeth Herndon, Special Signatory

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Author:: Hughey, Jordan
Title:: In-silico modeling gene expression utilizing genomic activity and 3D contact information
Graduate Program:: Bioinformatics and Genomics (PhD)
Keywords:: gene regulation
transcriptome
association studies
machine learning
epigenomics
epigenetics
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Committee Members:: Dajiang Liu, Chair & Dissertation Advisor
Shaun Mahony, Major Field Member
James Broach, Outside Unit & Field Member
Santhosh Girirajan, Major Field Member
George H Perry, Program Head/Chair

Open Access

Author:: Srinath, Mukund
Title:: Analysis and Simplification of Privacy Policy Documents at Scale
Graduate Program:: Informatics
Keywords:: natural language processing
machine learning
privacy policy
data mining
File:: Download Dissertation_2024___Mukund_Srinath-combined.pdf
Committee Members:: Carleen Maitland, Program Head/Chair
Rui Zhang, Outside Unit & Field Member
C Lee Giles, Co-Chair & Dissertation Advisor
Shomir Wilson, Co-Chair & Dissertation Advisor
Kenneth Huang, Major Field Member

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