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Author:

Lengerich, Benjamin J

Title:

On the Origin of Sequences: Computational Analysis of Somatic Hypermutation for Probabilistic Immunoglobulin Predecessor Identification

Area of Honors:

Computer Science

Keywords:

Computer Science
Machine Learning
Bioinformatics
Somatic Hypermutation
Immunoglobulin Predecessor Identification

File:

Download Lengerich_Benjamin_thesis.pdf

Thesis Supervisors:

Raj Acharya, Thesis Supervisor
Dr. Jesse Louis Barlow, Thesis Honors Advisor

Author:

Jain, Pranav

Title:

REAL-TIME OCCLUSION BETWEEN REAL AND DIGITAL OBJECTS IN AUGMENTED REALITY

Area of Honors:

Computer Science

Keywords:

Augmented Reality
Computer Vision
Machine Learning
Model Fitting
Occlusion

File:

Download flying_drone_with_lockedaxis_1.MOVDownload ScreenRecording_02-20-2019_15.MP4Download ScreenRecording_02-19-2019_20-37-57.mp4Download ScreenRecording_04-03-2019_15-27-03.MP4Download master.pdf

Thesis Supervisors:

Conrad S Tucker, Thesis Supervisor
Rebecca Jane Passonneau, Thesis Honors Advisor

Author:

Wang, Weiqin

Title:

Online Learning: A Survey

Area of Honors:

Computer Science

Keywords:

Online Learning
Machine Learning

File:

Download Thesis_Final_Wang.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
Ting He, Thesis Honors Advisor

Author:

Warner, Andrew Colten

Title:

TensorFlow: A Graphical User Interface for Training and Evaluating Convolutional Neural Networks

Area of Honors:

Computer Science

Keywords:

Machine Learning
Front End Development
TensorFLow
React
Networking

File:

Download Thesis.pdf

Thesis Supervisors:

Vishal Monga, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor

Author:

Ashtekar, Neil

Title:

PairBoost: Gradient Boosted Classification from Pairwise Data

Area of Honors:

Computer Science

Keywords:

Machine Learning
Ensemble Learning
Gradient Boosting
Data Science
Artificial Intelligence

File:

Download Ashtekar_Neil_PairBoost.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
Rebecca Jane Passonneau, Thesis Honors Advisor

Author:

Anand, Vivek

Title:

Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead

Area of Honors:

Computer Science

Keywords:

Machine Learning
Deep Neural Networks
Adversarial Machine Learning
Computer Science
Tensorflow

File:

Download Thesis_final.pdf

Thesis Supervisors:

Daniel Kifer, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Biase, Isabelle

Title:

Feature Selection for Raman Spectra of Alzheimer’s Disease Through Recursive Feature Elimination with Random Forest

Area of Honors:

Computer Science

Keywords:

Random Forest
Recursive Feature Elimination
Alzheimer's Disease
Machine Learning
Raman Spectroscopy

File:

Download Biase_Thesis.pdf

Thesis Supervisors:

Shengxi Huang, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Smith, Jacob C

Title:

Improving Meta-Learning Performance Through Task Sampling Techniques

Area of Honors:

Computer Science

Keywords:

Machine Learning
Meta-Learning

File:

Download JacobSmithHonorsThesisFinal.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Coelho, Anthony

Title:

Indoor Scene Category Merging Using a Modified Davies-Bouldin Index

Area of Honors:

Computer Science

Keywords:

Machine Learning
Silhouette Index
Davies-Bouldin Index
Centroid Based Concept Learning
Category Merging

File:

Download AnthonyCoelhoSchreyerHonorsThesis.pdf

Thesis Supervisors:

Alan Richard Wagner, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

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:

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

File:

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Thesis Supervisors:

Shaun Mahony, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

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

File:

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Thesis Supervisors:

Patrick Drew Mcdaniel, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Li, Weisheng

Title:

Symmetry Detection from Dance Textures

Area of Honors:

Computer Science

Keywords:

motion capture data
Symmetry
Machine Learning

File:

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Thesis Supervisors:

Yanxi Liu, Thesis Supervisor
Rebecca Jane Passonneau, 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