Electronic Theses and Dissertations for Graduate School
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1.
A Customized Real Time Restaurant Recommendation System
Open Access
Author:
Jiang, Rui
Title:
A Customized Real Time Restaurant Recommendation System
Graduate Program:
Computer Science and Engineering
Keywords:
machine learning
natural language process
real-time recommendation
customized
File:
Download RuiJian_MastersThesis.pdf
Committee Members:
Sencun Zhu, Thesis Advisor/Co-Advisor
Wang Chien Lee, Thesis Advisor/Co-Advisor
2.
A Flow Classifier with Tamper-resistant Features and an Evaluation of Its Portability to New Domains
Open Access
Author:
Zou, Guixi
Title:
A Flow Classifier with Tamper-resistant Features and an Evaluation of Its Portability to New Domains
Graduate Program:
Electrical Engineering
Keywords:
machine learning
traffic classification
portability
File:
Download Guixi_Thesis.pdf
Committee Members:
David Jonathan Miller, Thesis Advisor/Co-Advisor
3.
A Machine Learning Based Approach To App Rating Manipulation Detection
Open Access
Author:
Song, Yang
Title:
A Machine Learning Based Approach To App Rating Manipulation Detection
Graduate Program:
Computer Science and Engineering
Keywords:
machine learning
app rating manipulation
app store
File:
Download Yang_Song-Thesis.pdf
Committee Members:
Sencun Zhu, Thesis Advisor/Co-Advisor
4.
Adventures In High Dimensions: Understanding Glass For The 21ST Century
Open Access
Author:
Wilkinson, Collin
Title:
Adventures In High Dimensions: Understanding Glass For The 21ST Century
Graduate Program:
Materials Science and Engineering
Keywords:
Glass
glass relaxation
glass-ceramics
machine learning
crystallization
File:
Download Dissertation_Final_ReformatedUpdated.pdf
Committee Members:
John C Mauro, Dissertation Advisor/Co-Advisor
John C Mauro, Committee Chair/Co-Chair
Susan B Sinnott, Committee Member
Ismaila Dabo, Committee Member
Seong Han Kim, Outside Member
John C Mauro, Program Head/Chair
5.
Adversarial Examples in Constrained Domains
Open Access
Author:
Sheatsley, Ryan Matthew
Title:
Adversarial Examples in Constrained Domains
Graduate Program:
Computer Science and Engineering
Keywords:
machine learning
adversarial machine learning
network intrusion detection
File:
Download sheatsley-thesis.pdf
Committee Members:
Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
6.
An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks
Restricted (Penn State Only)
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
File:
Login using your Penn State access account to view the paper.
Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
7.
An Architecture for Multimodal Information Extraction from Scholarly Documents
Open Access
Author:
Ray Choudhury, Sagnik
Title:
An Architecture for Multimodal Information Extraction from Scholarly Documents
Graduate Program:
Information Sciences and Technology
Keywords:
digital libraries
information extraction
semantic scholar
document elements
machine learning
image [processing
vector graphics
File:
Download phd_thesis_final_sagnik.pdf
Committee Members:
Clyde Lee Giles, Dissertation Advisor/Co-Advisor
Clyde Lee Giles, Committee Chair/Co-Chair
Prasenjit Mitra, Committee Member
James Z Wang, Committee Member
Daniel Kifer, Outside Member
8.
An Investigation of Wavelet Features for Automated Biomedical Image Classification
Open Access
Author:
Fry, Jonathan Richard
Title:
An Investigation of Wavelet Features for Automated Biomedical Image Classification
Graduate Program:
Electrical Engineering
Keywords:
wavelet
feature space
classification
machine learning
pattern recognition
image analysis
feature selection
File:
Download thesis_format_final.pdf
Committee Members:
Yanxi Liu, Thesis Advisor/Co-Advisor
Vishal Monga, Thesis Advisor/Co-Advisor
9.
Analytics-Driven Design of Multi-Phase Multi-Provider Appointment System for Patient Scheduling
Open Access
Author:
Srinivas, Sharan
Title:
Analytics-Driven Design of Multi-Phase Multi-Provider Appointment System for Patient Scheduling
Graduate Program:
Industrial Engineering
Keywords:
patient scheduling
open access
multi-phase multi-provider
scheduling rules
appointment system design
hybrid appointment system
data analytics
machine learning
patient no-shows
File:
Download Doctoral_Dissertation_SharanS.pdf
Committee Members:
Dr. A. Ravi Ravindran, Dissertation Advisor/Co-Advisor
Dr. A. Ravi Ravindran, Committee Chair/Co-Chair
Dr. M. Jeya Chandra, Committee Member
Dr. Vittal Prabhu, Committee Member
Dr. Dennis K. J. Lin, Outside Member
10.
Applied Numerical Methods in Characterizing Optical Nanomaterials and Nanostructures
Open Access
Author:
Noble, Joshua
Title:
Applied Numerical Methods in Characterizing Optical Nanomaterials and Nanostructures
Graduate Program:
Electrical Engineering
Keywords:
holography
optics
pulse reconstruction
ultrafast
near field
numerical methods
machine learning
nonlinear
nanostructures
2d materials
File:
Download Noble_Dissertation_2020_final.pdf
Committee Members:
Zhiwen Liu, Dissertation Advisor/Co-Advisor
Zhiwen Liu, Committee Chair/Co-Chair
Timothy Joseph Kane, Committee Member
Xingjie Ni, Committee Member
Sri-Rajasekhar Kothapalli, Outside Member
Hans Hallen, Special Member
Kultegin Aydin, Program Head/Chair
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