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Author:

Tice, Alyssa

Title:

Datalog-based Superset Disassembly of an ELF Binary

Area of Honors:

Computer Science

Keywords:

Datalog
Disassembly
ELF Binary
Superset Disassembly

File:

Download Tice_THESIS.pdf

Thesis Supervisors:

Gang Tan, Thesis Supervisor
Dr. John Joseph Hannan, Thesis Honors Advisor

Author:

Zhang, Frederick

Title:

Computer Vision Analysis of Art Style of Degas Late Nudes

Area of Honors:

Computer Science

Keywords:

Computer Vision
Clustering
Gabor Filters

File:

Download Zhang_Frederick_Computer_Vision_Analysis_of_Art_Style_of_Degas_Late_Nudes.pdf

Thesis Supervisors:

James Z Wang, Thesis Supervisor
Ting He, Thesis Honors Advisor
John Yen, Faculty Reader

Author:

Cao, Jeffery Xufeng

Title:

Using Generative Adversial Networks to Create Training Data from only Textual Descriptions

Area of Honors:

Computer Science

Keywords:

GAN
machine learning
CNN
text-to-image
Image Classification

File:

Download JefferyThesisFinal.pdf

Thesis Supervisors:

Thomas F La Porta, Thesis Supervisor
Ting He, Thesis Honors Advisor

Author:

Shastri, Apoorva

Title:

AudioSquare: An Open-Source Audio Visualization Tool

Area of Honors:

Computer Science

Keywords:

Audio visualization
Open-source software
Signal processing

File:

Download Apoorva_Shastri_Audio_Visualization_Thesis.pdf

Thesis Supervisors:

Kamesh Madduri, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Guan, Shaobo

Title:

Supporting Tail Latency SLOs in Ceph

Area of Honors:

Computer Science

Keywords:

Tail latency SLOs
Distributed storage
Ceph
Scheduling

File:

Download HonorThesisFinal.pdf

Thesis Supervisors:

Timothy Zhu, Thesis Supervisor
Ting He, Thesis Honors Advisor

Author:

Diwan, Ishaan

Title:

Efficient Multi-Period Trading and Learning Techniques for Portfolio Optimization

Area of Honors:

Computer Science

Keywords:

machine learning
portfolio optimization
stocks
trading
boosted decision trees
decision trees
Markowitz mean-variance portfolio theory

File:

Download Diwan_Thesis_Final.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Deng, Jay E

Title:

Automated Penetration Testing Techniques

Area of Honors:

Computer Science

Keywords:

Cyber
Defense
Algorithms

File:

Download JayDengThesisFinal.pdf

Thesis Supervisors:

Bruce Einfalt, Thesis Supervisor
Rebecca Jane Passonneau, Thesis Honors Advisor

Author:

Wang, Ziyang

Title:

Data Analysis on Raman Spectroscopy of Alzheimer's Disease Using Machine Learning methods

Area of Honors:

Computer Science

Keywords:

Raman Spectroscopy
Alzheimer's disease
Machine learning
k - nearest neighbors

File:

Download thesis_ziyang_wang.pdf

Thesis Supervisors:

Shengxi Huang, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Liu, Aishan

Title:

Extension of novel model for robots to learn from communication: English verbalizations of its logical forms

Area of Honors:

Computer Science

Keywords:

Natural Language Processing
Learning from Demonstration
meaning representation language
data augmentation
dialogue manager
Quarto
Krippendorff's alpha

File:

Download Liu_Aishan_Extension_of_novel_model_for_robots_to_learn_from_communication.pdf

Thesis Supervisors:

Rebecca Jane Passonneau, Thesis Supervisor
Ting He, Thesis Honors Advisor

Author:

Singh, Chanpreet

Title:

Exploration of the Relationship Between Confidence and Accuracy of an Inception V3 Model on a Dataset of Diseased and Healthy Crops

Area of Honors:

Computer Science

Keywords:

tensorflow
imageclassification
machinelearning
plantscience

File:

Download singh_thesis_final.pdf

Thesis Supervisors:

Daniel Kifer, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor
David Peter Hughes, Faculty Reader

Author:

Bees, Jonathan

Title:

Automated Detection of Harmful Internet of Things Interactions through Natural Language

Area of Honors:

Computer Science

Keywords:

Internet of Things
IoT
Natural Language Processing
NLP

File:

Download Bees_Honors_Thesis_Final.pdf

Thesis Supervisors:

Patrick Drew Mcdaniel, Thesis Supervisor
Jesse Louis Barlow, Thesis Honors Advisor

Author:

Wang, Weiqin

Title:

Online Learning: A Survey

Area of Honors:

Computer Science

Keywords:

Online Learning
Machine Learning

File:

Download Thesis_Final_Wang.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
Ting He, Thesis Honors Advisor

Author:

Wei, Yiyan

Title:

An Tail Latency guaranteed method based on the distributed system

Area of Honors:

Computer Science

Keywords:

tail latency
RAID0
admission control

File:

Download Yiyan_Wei_HonorThesis.pdf

Thesis Supervisors:

Timothy Zhu, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Warner, Andrew Colten

Title:

TensorFlow: A Graphical User Interface for Training and Evaluating Convolutional Neural Networks

Area of Honors:

Computer Science

Keywords:

Machine Learning
Front End Development
TensorFLow
React
Networking

File:

Download Thesis.pdf

Thesis Supervisors:

Vishal Monga, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor

Author:

Rubin, Noah

Title:

Experiments with Manual and Automated Content Analysis of Student Writing

Area of Honors:

Computer Science

Keywords:

summary
annotation
nlp

File:

Download Rubin_Noah_Experiments_with_Manual_and_Automated_Content_Analysis_of_Student_Writing.pdf

Thesis Supervisors:

Rebecca Jane Passonneau, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor