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Start Over Thesis Supervisor Danfeng Zhang Keyword machine learning

1. Utilizing Friendship Networks to Predict User Susceptibility to Fake News

open_access

Open Access

Author:: Cowell, Robert Henry
Title:: Utilizing Friendship Networks to Predict User Susceptibility to Fake News
Area of Honors:: Computer Science
Keywords:: machine learning
fake news
social media
Twitter
user susceptibility
school shootings
File:: Download RobertCowell_Thesis.pdf
Thesis Supervisors:: Dongwon Lee, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

2. Robust Image Classification based on Pixel Importance

open_access

Open Access

Author:: Chun, Chaewan
Title:: Robust Image Classification based on Pixel Importance
Area of Honors:: Computer Science
Keywords:: adversarial attack
image analysis
machine learning
CNN
heatmap-based blurring
robustness
File:: Download Schreyer_Honors_Thesis_Chun.pdf
Thesis Supervisors:: Jia Li, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

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

open_access

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

4. Enhancing Video Streaming Performance on Mobile Devices with Super Resolution

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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