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Open Access

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

Open Access

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

Open Access

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

Open Access

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

Open Access

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

Open Access

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

Open Access

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

Open Access

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

Restricted (Penn State Only)

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:: Login to Download
Thesis Supervisors:: Guohong Cao, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Restricted (Penn State Only)

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:: Login to Download
Thesis Supervisors:: Syed Rafiul Hussain, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

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