eHT Explore

Restricted (Penn State Only)

Author:: Agarwala, Vandana
Title:: Cross-Species Prediction of Transcription Factor Binding
Area of Honors:: Computer Science
Keywords:: Gene Regulation
Deep Learning
Transfer Learning
Domain Adaptation
Computational Biology
Bioinformatics
Machine Learning
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Thesis Supervisors:: Shaun Mahony, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Restricted (Penn State Only)

Author:: Martutartus, Sheryll
Title:: The Impact of Adversarial Examples on Machine Learning Models
Area of Honors:: Computer Science
Keywords:: Machine Learning
Computer Science
Adversarial Machine Learning
Spam Detection
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Thesis Supervisors:: Patrick Drew Mcdaniel, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Restricted (Penn State Only)

Author:: Li, Weisheng
Title:: Symmetry Detection from Dance Textures
Area of Honors:: Computer Science
Keywords:: motion capture data
Symmetry
Machine Learning
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Thesis Supervisors:: Yanxi Liu, Thesis Supervisor
Rebecca Jane Passonneau, 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
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Thesis Supervisors:: Syed Rafiul Hussain, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Open Access

Author:: Sell, Parker
Title:: Task Graph Based Mistake Detection in Instructional Videos
Area of Honors:: Computer Science
Keywords:: Mistake Recognition
Machine Learning
Instructional Videos
Assembly Videos
Task Graph
Visual Recognition Network
File:: Download ParkerSellThesis.pdf
Thesis Supervisors:: Huijuan Xu, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Open Access

Author:: Swope, Jason
Title:: Adaptive Partial Training for Model-Heterogeneous Federated Learning
Area of Honors:: Computer Science
Keywords:: Machine Learning
Distributed Machine Learning
Federated Learning
Model-Heterogeneous Federated Learning
Partial Training
Model Hetegeneity
Data Heterogeneity
File:: Download Swope_Jason_Adaptive_Partial_Training_for_Model-Heterogeneous_Federated_Learning.pdf
Thesis Supervisors:: Mehrdad Mahdavi, Thesis Supervisor
Mohamed Khaled Almekkawy, Thesis Honors Advisor

Open Access

Author:: Himes, Ryan
Title:: Leveraging Graph Neural Networks for Efficient Word Representations
Area of Honors:: Computer Science
Keywords:: Graph Neural Networks
NLP
Machine Learning
Word Embeddings
Text Classification
File:: Download Leveraging_Graph_Neural_Networks_for_Efficient_Word_Representations.pdf
Thesis Supervisors:: Truong Xuan Tran, Thesis Supervisor
Ting He, Thesis Honors Advisor

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