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

open_access
Open Access
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

3. Optimization of a Gaussian Mixture Model using the Expectation-maximization Algorithm

open_access
Open Access
Author:
Blyton, David J
Title:
Optimization of a Gaussian Mixture Model using the Expectation-maximization Algorithm
Area of Honors:
Aerospace Engineering
Keywords:
Machine Learning
Seizure
Gaussian Mixture Model
Probability Model
File:
Download David_Blyton_Thesis_Final.pdf
Thesis Supervisors:
Shashi Phoha, Thesis Supervisor
Robert Graham Melton, Thesis Honors Advisor
Dr. George A Lesieutre, Faculty Reader

6. HYBRID NETWORK OF HANDCRAFTED AND NON-HANDCRAFTED FEATURES FOR COMPUTER VISION CLASSIFICATION TASKS

open_access
Open Access
Author:
Protivash, Prottay
Title:
HYBRID NETWORK OF HANDCRAFTED AND NON-HANDCRAFTED FEATURES FOR COMPUTER VISION CLASSIFICATION TASKS
Area of Honors:
Computer Engineering
Keywords:
CNN
Machine Learning
Hybrid Network
Handcrafted Features
File:
Download Protivash_Prottay_HYBRID_CNN.pdf
Thesis Supervisors:
John Morgan Sampson, Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor

7. COMPARISON OF SIMILARITY FUNCTIONS FOR VECTOR AGGREGATION IN NETWORK REPRESENTATION LEARNING MODELS

open_access
Open Access
Author:
Colom, Daniel A
Title:
COMPARISON OF SIMILARITY FUNCTIONS FOR VECTOR AGGREGATION IN NETWORK REPRESENTATION LEARNING MODELS
Area of Honors:
Computer Engineering
Keywords:
Machine Learning
Neural Network
Information Network
Representation Learning
Similarity Functions
File:
Download Daniel_Colom_Thesis.pdf
Thesis Supervisors:
Wang-Chien Lee, Thesis Supervisor
Dr. Jesse Louis Barlow, Thesis Honors Advisor

10. MOSCH: A MULTI-OBJECTIVE SPATIAL CLUSTERING ALGORITHM WITH CONSTRAINT-HANDLING METHODS

open_access
Open Access
Author:
Baksa, Bridget Marie
Title:
MOSCH: A MULTI-OBJECTIVE SPATIAL CLUSTERING ALGORITHM WITH CONSTRAINT-HANDLING METHODS
Area of Honors:
Information Sciences and Technology
Keywords:
Artificial Intelligence
Machine Learning
Data Science
Clustering
Algorithms
Information Science
Technology
NYC
CitiBike
Big Data
Software Engineering
Python
File:
Download Bridget_Baksa_-_Schreyer_Thesis.pdf
Thesis Supervisors:
Dr. Abdullah Konak, Thesis Supervisor
Dr. Sandy Feinstein, Thesis Honors Advisor

11. SOCCER ANALYTICS: AN EXAMINATION OF CURRENT APPROACHES FOR GAME OUTCOME PREDICTION AND THE POTENTIAL OF DEEP LEARNING WITH ARTIFICIAL NEURAL NETWORKS

open_access
Open Access
Author:
Gomez Lorente, Juan
Title:
SOCCER ANALYTICS: AN EXAMINATION OF CURRENT APPROACHES FOR GAME OUTCOME PREDICTION AND THE POTENTIAL OF DEEP LEARNING WITH ARTIFICIAL NEURAL NETWORKS
Area of Honors:
Industrial Engineering
Keywords:
Machine Learning
Deep Learning
Neural Networks
Artificial Neural Networks
Poisson Regression
Soccer
Sports Analytics
Betting
Predictive Modelling
Moneyball Analytics
SoftMax Classifier
Regression
effects encoding
feed-forward networks
backpropagation
gradient descent
resilient backpropagation
Newton's Method
Taylor Series expansion
Manhattan Rule
Broyden–Fletcher–Goldfarb–Shanno algorithm
BFGS
Quasi-Newton Methods
File:
Download Juan_GomezLorente.pdf
Thesis Supervisors:
Hui Yang, Thesis Supervisor
Dr. Catherine Mary Harmonosky, Thesis Honors Advisor

12. ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING: APPLICATIONS IN ARMY LOGISTICS

open_access
Open Access
Author:
Wonderling, Benjamin Jordan
Title:
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING: APPLICATIONS IN ARMY LOGISTICS
Area of Honors:
Supply Chain and Information Systems
Keywords:
Artificial Intelligence
AI
Machine Learning
Logistics
Supply Chain
Internet of Things
Industry 4.0
Army Logistics
Military Logistics
Change Management
File:
Download Wonderling_Thesis_Final_Submission__2019-_ARTIFICIAL_INTELLIGENCE_AND_MACHINE_LEARNING__APPLICATIONS_IN_ARMY_LOGISTICS_1_.pdf
Thesis Supervisors:
Dr. Robert Alexander Novack, Thesis Supervisor
Dr. John C. Spychalski, Thesis Honors Advisor

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

open_access
Open Access
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

14. Deep Ensemble Learning for Robust Defense Against Adversaries

open_access
Open Access
Author:
Adams, Ethan
Title:
Deep Ensemble Learning for Robust Defense Against Adversaries
Area of Honors:
Information Sciences and Technology
Keywords:
AI
Artificial Intelligence
ML
Machine Learning
TensorFlow
Keras
Python
AI Security
Ensemble Learning
Deep Learning
Neural Networks
Adversarial
Adversaries
File:
Download Adams_ThesisFinal.pdf
Thesis Supervisors:
Mahdi Nasereddin, Thesis Supervisor
Sandy Feinstein, Thesis Honors Advisor

17. A Comparative Analysis on the Ability of Machine Learning Models to Create a Housing Price Index Using Integrated New York City Housing and School Performance Data

open_access
Open Access
Author:
Gault, William
Title:
A Comparative Analysis on the Ability of Machine Learning Models to Create a Housing Price Index Using Integrated New York City Housing and School Performance Data
Area of Honors:
Data Sciences
Keywords:
Data Science
Machine Learning
Feature Engineering
Linear Regression
Neural Network
File:
Download William_Gault_Thesis.pdf
Thesis Supervisors:
John Yen, Thesis Supervisor
John Yen, Thesis Honors Advisor
Suhang Wang, Faculty Reader

20. Artificial Intelligence & Machine Learning: Supply Chain Risk Management

open_access
Open Access
Author:
Pan, Tina
Title:
Artificial Intelligence & Machine Learning: Supply Chain Risk Management
Area of Honors:
Supply Chain and Information Systems
Keywords:
AI
ML
SCRM
Artificial Intelligence
Machine Learning
Supply Chain Risk Management
AI in SCRM
Risks
Supply Chain
File:
Download Tina_Pan_Thesis_AL_MLinSCRM.pdf
Thesis Supervisors:
Robert Alexander Novack, Thesis Supervisor
John C Spychalski, Thesis Honors Advisor

29. Analysis of Automation in the Fast Fashion Supply Chain

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

36. Predicting Ulnar Collateral Ligament Injury in Rookie Major League Baseball Pitchers

open_access
Open Access
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

41. Detecting Tropical Cyclone Secondary Eyewalls with a Microwave-Based Scheme

open_access
Open Access
Author:
Cheung, Alex
Title:
Detecting Tropical Cyclone Secondary Eyewalls with a Microwave-Based Scheme
Area of Honors:
Meteorology
Keywords:
Tropical Cyclones
Secondary Eyewall Formation
Eyewall Replacement Cycle
Meteorology
Tropical Meteorology
Machine Learning
Detection Algorithm
Hurricanes
Satellite
Remote Sensing
File:
Download Alvin_Cheung_Thesis.pdf
Thesis Supervisors:
Steven J Greybush, Thesis Supervisor
Raymond Gabriel Najjar, Jr., Thesis Honors Advisor
Jenni Evans, Thesis Supervisor

42. Brain Impact Analysis from Overpressure Sources Through Machine Learning Based on Explosion Simulations and Wearable Blast Gauges

open_access
Open Access
Author:
Mackay, Jackson
Title:
Brain Impact Analysis from Overpressure Sources Through Machine Learning Based on Explosion Simulations and Wearable Blast Gauges
Area of Honors:
Mechanical Engineering
Keywords:
Overpressure
Machine Learning
Blast simulations
soldier
pressure gauge
linear regression
ridge regression
keras regression
warfare scenarios
File:
Download Thesis_Final_Submission_-_Jackson_Mackay.pdf
Thesis Supervisors:
Reuben H Kraft, Thesis Supervisor
Daniel Humberto Cortes Correales, Thesis Honors Advisor

43. Artificial Intelligence and Machine Learning: Making Practical Use of a Growing Technology

open_access
Open Access
Author:
Wackerman, Benjamin
Title:
Artificial Intelligence and Machine Learning: Making Practical Use of a Growing Technology
Area of Honors:
Supply Chain and Information Systems
Keywords:
Artificial Intelligence
Machine Learning
Supply Chain
Optimization
Forecasting
Inventory
File:
Download Thesis_Final_Draft.pdf
Thesis Supervisors:
Robert Alexander Novack, Thesis Supervisor
John C Spychalski, Thesis Honors Advisor

44. Compartmentalizing and Ordering Claude Monet's Water Lily Paintings Using a Data-Driven Approach

open_access
Open Access
Author:
Hoover, Thomas
Title:
Compartmentalizing and Ordering Claude Monet's Water Lily Paintings Using a Data-Driven Approach
Area of Honors:
Data Sciences
Keywords:
Data
Monet
UNET
Segmentation
Machine Learning
convolutional neural network
artificial neural network
Impressionism
File:
Download Hoover_Final_Honors_Thesis_2022.pdf
Thesis Supervisors:
James Z Wang, Thesis Supervisor
John Yen, Thesis Honors Advisor

46. Modeling of Discrete Dynamic Systems Using an Integrated Operator-and Control- Theoretic Method

open_access
Open Access
Author:
Pandey, Abhinav
Title:
Modeling of Discrete Dynamic Systems Using an Integrated Operator-and Control- Theoretic Method
Area of Honors:
Aerospace Engineering
Keywords:
Machine Learning
Koopman Operator Theory
Analytical Backpropogation
Data Science
Data Driven Modeling
Imitation Learning
Linear Quadratic Regulator
File:
Download Abhinav_Pandey_Honors_Thesis.pdf
Thesis Supervisors:
Daning Huang, Thesis Supervisor
Namiko Yamamoto, Thesis Honors Advisor

47. Utilizing Machine Learning to Predict Variable Threshold Target Speed for Future Motor Control Studies of the Brain

open_access
Open Access
Author:
Muthler, Noah
Title:
Utilizing Machine Learning to Predict Variable Threshold Target Speed for Future Motor Control Studies of the Brain
Area of Honors:
Electrical Engineering
Keywords:
Machine Learning
Logistic Regression
Supervised Learning
Augmented Reality
Neuroscience
Motor Control
File:
Download Noah_Muthler_Schreyer_Honors_Thesis.pdf
Thesis Supervisors:
Tarkeshwar Singh, Thesis Supervisor
Julio Urbina, Thesis Honors Advisor

48. Analysis of Environmental Factors Contributing to the Eyewall Replacement Cycle of Hurricanes

open_access
Open Access
Author:
Christino, Martha
Title:
Analysis of Environmental Factors Contributing to the Eyewall Replacement Cycle of Hurricanes
Area of Honors:
Meteorology
Keywords:
Hurricanes
Machine Learning
Eyewall Replacement Cycle
Hurricane Intensification
Environmental
File:
Download ForReview_Christino_Thesis.pdf
Thesis Supervisors:
Paul Markowski, Thesis Supervisor
Paul Markowski, Thesis Honors Advisor
Anthony Carl Didlake, Jr., Faculty Reader
George Spencer Young, Thesis Supervisor