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Start Over Area of Honors Computer Science Year 2023 Access Level restricted_to_institution

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

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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
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Thesis Supervisors:: Guohong Cao, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

2. Dragon Defender: Runtime Threat Detection for Cellular Devices

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Author:: Ye, Ziping
Title:: Dragon Defender: Runtime Threat Detection for Cellular Devices
Area of Honors:: Computer Science
Keywords:: Machine Learning
Intrusion Detection
Cellular Network
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Thesis Supervisors:: Syed Rafiul Hussain, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

3. Formal verification of approximate differential privacy via the characteristic function

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

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

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

5. Haptic Feedback System for Percussive Elements in Music

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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
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Thesis Supervisors:: Vijaykrishnan Narayanan, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

6. A Performance Analysis of Machine Learning Techniques in Stock Price Prediction

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