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Author:

Elisii, Patrick

Title:

Fine Tuning Transformers for Political Manifesto Summarization and Quantification

Area of Honors:

Computer Science

Keywords:

Machine Learning
Natural Language Processing
Political Documents
Summarization
Classification
BERT

File:

Download Thesis-elisii_final.pdf

Thesis Supervisors:

Amulya Yadav, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Hertzog, Kenton

Title:

Mobility Management in Wireless Software Defined Networks

Area of Honors:

Computer Science

Keywords:

Multilevel security
Software-defined networks
Wireless networks
User Mobility

File:

Download Hertzog_Kenton_Mobility_Management_in_Software_Defined_Networks.pdf

Thesis Supervisors:

Thomas F La Porta, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Tomar, Yajur

Title:

Studies of Linear and Deep-Neural Network (DNN) Models for Automated Short Answer Grading

Area of Honors:

Computer Science

Keywords:

ASAG
NLP
Neural Networks
Linear Models
Non-linear Models
Regular Expression Based Features
SemEval
AutoP
Feature Engineering

File:

Download Tomar_Yajur_Studies_of_Linear_and_Deep-Neural_Network__DNN__Models_for_Automated_Short_Answer_Grading.pdf

Thesis Supervisors:

Rui Zhang, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Yu, Normen

Title:

FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms

Area of Honors:

Computer Science

Keywords:

machine learning
fairness in AI
human machine interface

File:

Download Thesis-final.pdf

Thesis Supervisors:

G. Gary Tan, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Xiong, Xinchang

Title:

ReLax: A Recourse Explanation Library in Jax

Area of Honors:

Computer Science

Keywords:

Algorithmic Recourse
ExplainableArtificial Intelligence
Interpretability
Counterfactual Explanation
Algorithmic Recourse
Explainable Artificial Intelligence

File:

Download Thesis__5_.pdf

Thesis Supervisors:

Amulya Yadav, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor
C Lee Giles, Thesis Supervisor

Author:

Artkaew, Phakphum

Title:

Extracting Information from Scientific Figures Using a Natural Language Processing Technique

Area of Honors:

Computer Science

Keywords:

natural language processing
figure caption generation

File:

Download artkaew_phakphum_figures_honors_thesis.pdf

Thesis Supervisors:

Kenneth Huang, Thesis Supervisor
Ting He, Thesis Honors Advisor

Author:

Lee, Reuben

Title:

Curating the LOGIFALLA Dataset with Mephisto and MTurk

Area of Honors:

Computer Science

Keywords:

Mephisto
Mechanical Turk
(Mis)Information Game
Crowdsourcing
Dataset
Logical Fallacies

File:

Download Lee_Reuben_Logifalla_Honor_Thesis_FINAL.pdf

Thesis Supervisors:

Kenneth Huang, Thesis Supervisor
David Koslicki, Thesis Honors Advisor

Author:

Gudipaty, Akhil

Title:

Efficient Solving of POMDPs using Circulant Matrices

Area of Honors:

Computer Science

Keywords:

POMDPs
Circulant Matrices
Policy evaluation

File:

Download Akhil_thesis_final.pdf

Thesis Supervisors:

Kenneth D. Czuprynski, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Gao, Allen

Title:

Enhancing Video Streaming Performance on Mobile Devices with Super Resolution

Area of Honors:

Computer Science

Keywords:

machine learning
mobile computation
video streaming
super resolution

File:

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Thesis Supervisors:

Guohong Cao, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Ye, Ziping

Title:

Dragon Defender: Runtime Threat Detection for Cellular Devices

Area of Honors:

Computer Science

Keywords:

Machine Learning
Intrusion Detection
Cellular Network

File:

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Thesis Supervisors:

Syed Rafiul Hussain, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Patel, Aaryan

Title:

Formal verification of approximate differential privacy via the characteristic function

Area of Honors:

Computer Science

Keywords:

Differential Privacy
Formal Verification
Programming Languages

File:

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Thesis Supervisors:

Danfeng Zhang, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor
John Joseph Hannan, Faculty Reader

Author:

Johri, Divyesh

Title:

Evaluating SOMA and MoSh++ Using PSU-TMM100 Marker Data

Area of Honors:

Computer Science

Keywords:

mocap
markers
labels
labeling
auto-labeler
labeler
automatic labeling
soma
mosh
tmm100
taiji
movement
3d body
motion capture
python
matlab

File:

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Thesis Supervisors:

Yanxi Liu, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Vatsal, Shivank

Title:

Haptic Feedback System for Percussive Elements in Music

Area of Honors:

Computer Science

Keywords:

Music
Audio Processing
Source Separation
Transformers
Nonnegative Matrix Factorization
Haptics
Decision Trees
Spectrograms
Onset Detection

File:

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Thesis Supervisors:

Vijaykrishnan Narayanan, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Al-Quaid, Hasan

Title:

A Performance Analysis of Machine Learning Techniques in Stock Price Prediction

Area of Honors:

Computer Science

Keywords:

Artificial Intelligence
Linear Regression
Hidden Markov Model
Artificial Neural Networks
Sentiment Analysis
Ensemble Model

File:

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Thesis Supervisors:

Md Faisal Kabir, Thesis Supervisor
Ronald Walker, Thesis Honors Advisor
Hyuntae, Na, Faculty Reader