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Start Over Year 2022 Keyword machine learning Access Level restricted_to_institution

1. An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks

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Author:
Pham, Viet
Title:
An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
multi-label image classification
image classification
computer vision
machine learning
insect taxonomy
convolutional neural networks
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Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member

2. Machine Learning Approach for Prediction of Relative Permeability

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Restricted (Penn State Only)
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
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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

3. Digital Twin Enabled Facilities Maintenance Management through the Integration of Artificial Intelligence and Sensory-Level Data

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Restricted (Penn State Only)
Author:
Shakerian, Shahrad
Title:
Digital Twin Enabled Facilities Maintenance Management through the Integration of Artificial Intelligence and Sensory-Level Data
Graduate Program:
Architectural Engineering (PHD)
Keywords:
Facility maintenance
digital twins
machine learning
signal processing
failure prediction
early failure detection
anomaly detection
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Committee Members:
Bill Sitzabee, Co-Chair & Dissertation Advisor
Somayeh Asadi, Major Field Member
Houtan Jebelli, Co-Chair & Dissertation Advisor
Asok Ray, Outside Unit & Field Member
Somayeh Asadi, Professor in Charge/Director of Graduate Studies

4. In-silico modeling gene expression utilizing genomic activity and 3D contact information

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Restricted (Penn State Only)
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

5. Investigating the Impact of Language Experience on Second Language Reading Comprehension Using a Resting-State Connectome-based Predictive Model

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Restricted (Penn State Only)
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 (PHD)
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