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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:

Mehra, Swasti

Title:

Scalability Study of Machine Learning Algorithm Teaching and Inference on Central Processing Units

Area of Honors:

Computer Engineering

Keywords:

Machine Learning
Operating Systems
Scalability
TensorFlow

File:

Download Swasti_Mehra_Thesis_Final_1.pdf

Thesis Supervisors:

Anand Sivasubramaniam, Thesis Supervisor
Chitaranjan Das, Thesis Honors Advisor

Author:

Dutta, Shubhangam

Title:

UNDERSTANDING DOUBLE DESCENT BEHAVIOR IN DEEP LEARNING NEURAL NETWORKS

Area of Honors:

Computer Engineering

Keywords:

Deep Learning
Neural Networks
Double Descent
Machine Learning

File:

Download SHC_thesis_Double_Descent.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
John Morgan Sampson, 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:

Ciccarelli, Joshua

Title:

Using Data Mining to Detect Hate Speech on Twitter

Area of Honors:

Data Sciences

Keywords:

Machine Learning
Twitter
Data Mining
Data Science
Cyber Agression
Cyber Bullying

File:

Download Thesis_Ciccarelli_Joshua.pdf

Thesis Supervisors:

Anna Cinzia Squicciarini, Thesis Supervisor
John Yen, 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:

England, Thomas M

Title:

Road Traffic Crash Severity Prediction Using Multi-State Data

Area of Honors:

Computer Engineering

Keywords:

Machine Learning
Crash Severity Prediction
Decision Tree
Neural Network
Data Processing

File:

Download Thomas_England_Thesis_2021__1_.pdf

Thesis Supervisors:

Kamesh Madduri, Thesis Supervisor
John Morgan Sampson, 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:

Blackford, Grace

Title:

Analysis of Automation in the Fast Fashion Supply Chain

Area of Honors:

Project and Supply Chain Management

Keywords:

Supply Chain
Automation
Fast Fashion
Clothing
Blockchain
Machine Learning
Artificial Intelligence
Robotic Process Automation and Optimization
Supply Chain Managment
Clothing Industry
Automation Technologies
Artificisl Intelligence
Robotic Process Automation
Optimization

File:

Download Grace_Blackford-_Analysis_of_Automation_in_the_Fast_Fashion_Supply_Chain.pdf

Thesis Supervisors:

Richard Peng, Thesis Supervisor
Peerasit Patanakul, Thesis Honors Advisor

Author:

Baak, Andrew

Title:

Fantasy Football Profitability: Using Machine Learning to Construct Optimal Teams and See Consistent Returns

Area of Honors:

Data Sciences

Keywords:

Machine Learning
Data Science
Sports Gambling
Fantasy Sports

File:

Download Baak_Thesis_Final.pdf

Thesis Supervisors:

Francis C Wham, Jr., Thesis Supervisor
John Yen, Thesis Honors Advisor

Author:

Tickner, Sarah

Title:

Improving Trust in Deep Learning by Augmented Deep K-Nearest Neighbors

Area of Honors:

Engineering Science

Keywords:

Machine Learning
Deep Learning
Neural Networks
Trust
DKNN
KNN

File:

Download Tickner_Thesis_SHC.pdf

Thesis Supervisors:

Bruce Einfalt, Thesis Supervisor
Gary L Gray, 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:

Ahmed, Raiid

Title:

Categorizing Synthetic Aperture Sonar Imagery Using Pre-Trained Neural Networks and Artificial Data

Area of Honors:

Mechanical Engineering

Keywords:

Mechanical Engineering
Machine Learning
Neural Networks
Acoustics
Sonar
3D Printing
CAD
MATLAB
LabVIEW
Python
Fast.ai
MNIST

File:

Download Ahmed_Raiid_Categorizing_Synthetic_Aperture_Sonar_Imagery_Using_Pre-Trained_Neural_Networks_and_Artificial_Data.pdf

Thesis Supervisors:

Daniel C Brown, Jr., Thesis Supervisor
Bo Cheng, Thesis Honors Advisor

Author:

Rendar, Sean

Title:

Predicting Ulnar Collateral Ligament Injury in Rookie Major League Baseball Pitchers

Area of Honors:

Data Sciences

Keywords:

Machine Learning
Deep Learning
Injury Prediction
Ulnar Collateral Ligament
Major League Baseball

File:

Download Rendar_Sean_Predicting_Ulnar_Collateral_Ligament_Injury_in_Rookie_Major_League_Baseball_Pitchers.pdf

Thesis Supervisors:

Fenglong Ma, Thesis Supervisor
John Yen, Thesis Honors Advisor

Author:

Fanelli, Michael

Title:

Analysis of ISIS Twitter Media Content

Area of Honors:

Data Sciences

Keywords:

Classification
Machine Learning
Image-Recognition
Terrorism

File:

Download Fanelli_Michael_Analysis_Of_ISIS_Twitter_Media_Content.pdf

Thesis Supervisors:

Anna Cinzia Squicciarini, Thesis Supervisor
John Yen, Thesis Honors Advisor

Author:

Chen, Bill

Title:

Scientific Image Captioning with Visual Attention Models

Area of Honors:

Engineering Science

Keywords:

Deep Learning
Machine Learning
Information Retrieval
Computer Vision
Natural Language Processing
Image Captioning

File:

Download chen_bill_thesis_final.pdf

Thesis Supervisors:

C Lee Giles, Thesis Supervisor
Lucas Jay Passmore, Thesis Honors Advisor

Author:

Insley, Drew

Title:

A Qualitative Approach to Predicting the Success of NFL Draftees

Area of Honors:

Statistics

Keywords:

NFL
Sports Analytics
Statistics
Machine Learning

File:

Download Insley_Thesis.pdf

Thesis Supervisors:

Andrew John Wiesner, Thesis Supervisor
Matthew D Beckman, Thesis Honors Advisor

Author:

Grafton, Jaysa

Title:

Solving Differential Equations With Deep Neural Networks (DNNs)

Area of Honors:

Mathematics

Keywords:

Differential Equations
Deep Neural Networks
DNNs
Machine Learning
ODEs

File:

Download Undergraduate_Thesis_Grafton.pdf

Thesis Supervisors:

Leonid V Berlyand, Thesis Supervisor
Victoria V Sadovskaya, Thesis Honors Advisor