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Weed Them Out! Monitoring Program
Keyword:
Weeds
,
Drone
,
Machine Learning
,
Mapping
, and
Artificial Intelligence
Creator:
Gilmore, Mia
,
Bowen, Jake
,
Huang, Kimberly
, and
Voleti, Vivek
Advisor:
McCauley, Stephen M.
and
Saberi, Sara
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-02-29
Resource Type:
Interactive Qualifying Project
Mining graph patterns in software development from code repositories
Keyword:
Code Complexity
,
Networks
,
Machine Learning
,
GitHub Repositories
,
API
, and
Graph Mining
Creator:
Vaz Falcao, Ethan
,
MacDonald, Alexander
,
Fateemah, Nur
, and
Simmons, Jakob
Advisor:
Zou, Frank
and
Murai, Fabricio
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-01
Resource Type:
Major Qualifying Project
Assisting Learning Through Student Mastery Metrics
Keyword:
Education
,
SQL
,
Reinforced Learning
,
Machine Learning
,
ASSISTments
, and
Knowledge Tracing
Creator:
Goodman, Noah
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-01
Resource Type:
Major Qualifying Project
Assisting Learning Through Student Mastery Metrics
Keyword:
Education
,
Knowledge Tracing
,
Reinforcement Learning
,
Machine Learning
,
ASSISTments
, and
SQL
Creator:
Weintraub, Justin
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-01
Resource Type:
Major Qualifying Project
Content Card Analysis to Maximize User Engagement for DraftKings Sportsbook
Keyword:
DraftKings
,
Data Science
,
Parlay
,
Machine Learning
,
User Engagement
, and
Sports Betting
Creator:
Radcliffe, Owen
,
Bhagavathula, Nagavagmi
,
Schuman, Eric
,
Albuquerque, Abigail
, and
Lavoie, Kristin
Advisor:
Paffenroth, Randy Clinton
and
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-21
Resource Type:
Major Qualifying Project
An Examination of Share Buyback Program Execution
Keyword:
Buyback
,
Machine Learning
,
Repurchase
,
Corporate Finance
,
LSTM
, and
RNN
Creator:
Chiocchio, Robert
Advisor:
Sturm, Stephan
,
Hansen, Peter H.
,
Blais, Marcel Y.
, and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-21
Resource Type:
Major Qualifying Project
Data-driven Computational Approaches in Pain Medicine
Keyword:
Machine Learning
,
Mindfulness
, and
Chronic Pain
Creator:
Evans, Adeline
Advisor:
Nephew, Benjamin
and
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-22
Resource Type:
Major Qualifying Project
The Implications of AI in the Workforce
Keyword:
Workforce
,
Workcred
,
Artificial Intelligence
,
ANSI
,
Standards
, and
Machine Learning
Creator:
Andre, Noor
,
Harris, Camden
,
Jain, Pranav
, and
Boutayeb, Reda
Advisor:
Mathews, Lauren M.
and
Hall-Phillips, Adrienne
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-14
Resource Type:
Interactive Qualifying Project
FinTech Project B23 - Micronotes - Process Automation & Data Matching
Keyword:
Machine Learning
,
Geospacial Zip Code Analysis
,
Data Matching
,
Azure Databricks
,
Big Data
, and
Process Automation
Creator:
Curley, Griffin
,
Goings, William
, and
McCormick, Mirandi
Advisor:
Ryan, Jim
,
Blais, Marcel Y.
,
Sarnie, Robert
,
Wong, Wilson
, and
Danke, Manasi
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-15
Resource Type:
Major Qualifying Project
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Keyword:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
Creator:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Data-Driven Optimization of Wire Arc Directed Energy Deposition Manufacturing Conditions for Improved Bead Shape Prediction
Keyword:
Design of Experiemnt
,
Feature Engineering
,
Regression
,
Predictive Modeling
,
Machine Learning
, and
Wire Arc DED
Creator:
Price, Stephen
Advisor:
Cote, Danielle
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
RAPIDS: Rapid AI Platform for Innovating Data Science
Keyword:
High Performance Computing
,
Data Science
,
Generative AI
,
Deep Learning
,
Big Data
, and
Machine Learning
Creator:
Talley, Caleb
,
Patel, Jai
, and
Ussrey, Natasha
Advisor:
Liu, Xiaozhong
and
Heineman, George T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-25
Resource Type:
Major Qualifying Project
Distribution-Driven Augmentation of Real-World Datasets for Improved Cancer Diagnostics With Machine Learning
Keyword:
Breast Cancer Analysis
,
Distribution-Driven Augmentation
,
Null Filling
,
Class Balancing
,
Machine Learning
, and
Data Curation
Creator:
Price, Stephen
Advisor:
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-17
Resource Type:
Major Qualifying Project
CS: MQP: DS: MQP: AI vs. Human: Identify AI-generated text against human-written text
Keyword:
Artificial Intelligence
,
ChatGPT
, and
Machine Learning
Creator:
Capobianco, Marc
,
Shah-Nathwani, Krish
,
Luong, Duong
,
Reynolds, Matthew
, and
Phelan, Charles
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-09
Resource Type:
Major Qualifying Project
Analysis into the use of EMG & AI to unlock a voice for the speech-impaired
Keyword:
Machine Learning
,
EMG
,
Human-Computer Interaction
,
Subvocalization
, and
Biosensing
Creator:
Savoie, Luke
and
Van Steyn, Jacob
Advisor:
Yousefi, Ali
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Major Qualifying Project
Learning Debiased Representations for Long-Tailed Visual Recognition
Keyword:
Imbalanced Learning
,
Machine Learning
, and
Deep Learning
Creator:
Lam, Prudence
Advisor:
Zhang, Ziming
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-06
Resource Type:
Major Qualifying Project
Developing Next Generation Earable for Health Care
Keyword:
Maintenance
,
Signal Processing
,
Machine Learning
,
Health care
,
Audio
, and
Object Recognition
Creator:
Rothstein, Michael
and
Liu, Zhuolin
Advisor:
Islam, Bashima
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-24
Resource Type:
Major Qualifying Project
Westborough High School Mental Health Predictive Analyses
Keyword:
Treatment
,
Mental Health
,
Machine Learning
,
Depression
,
Predictive Analysis
, and
Anxiety
Creator:
Lo, Wesley
Advisor:
Korkin, Dmitry
,
Rodriguez, Angela C Incollingo
, and
Nephew, Benjamin
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-26
Resource Type:
Major Qualifying Project
Multi-Class Classification of Bets and Parlays for DraftKings Sportsbook
Keyword:
Recommendation
,
Clustering
,
Sports
,
Parlay
,
Multi-class Classification
, and
Machine Learning
Creator:
Tomko, Cameron
,
Fredo, Jack
,
Dieselman, Ryan
,
Lombardi, Jackson
, and
Casey, Grace
Advisor:
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Major Qualifying Project
mPAD: Modular Package for Autonomous Driving
Keyword:
Autonomous
,
Machine Learning
,
Robotics
,
CNN Model
,
Linear Regression
, and
Self-Driving
Creator:
Khung, Ian
,
Colon-Heyliger, Allison
,
Bleakley, Martin
,
Rathi, Ishan
, and
Anand, Rohan
Advisor:
Radhakrishnan, Pradeep
and
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-01
Resource Type:
Major Qualifying Project
Data-Driven Computational Approaches in Pain Medicine
Keyword:
Predictive Modeling
,
Machine Learning
,
Chronic Pain
,
Acupuncture
, and
Data Science
Creator:
Gora, Smera
,
Burns, Aidan
, and
Flanagan, Lauren
Advisor:
Nephew, Benjamin
and
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-03
Resource Type:
Major Qualifying Project
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems
Keyword:
Iterative
,
Neural Network
,
Recurrent Neural Network
,
Machine Learning
,
Sparse
, and
Sparsity
Creator:
Hershey, Quincy
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
CS: MQP: DS: MQP: Kyumin Lee: Developing a Wildlife Crime Media Aggregator
Keyword:
Machine Learning
,
Web Scraping
,
Natural Language Processing
,
Data Visualization
, and
Wildlife Crime
Creator:
Geary, Michael
,
Andrade, Julie
, and
Huynh, Bao
Advisor:
Konrad, Renata
,
Lee, Kyumin
, and
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-23
Resource Type:
Major Qualifying Project
Feature Recognition from Aerial Images Using Machine Learning
Keyword:
3D Engine Modeling
,
Data Science
,
Computer Vision
,
Neural Network
,
Computer Science
, and
Machine Learning
Creator:
Saduakas, Arman
,
Pineda, Sebastian
,
Munroe, Margaret
,
Roche, Amos
, and
Firenze, Ryan
Advisor:
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-24
Resource Type:
Major Qualifying Project
Development of Predictive and Prescriptive Analytical Models Using Customer, Revenue, and Usage Data
Keyword:
Random Forests
,
Decision Trees
,
Customer Lifetime Value
,
Predictive Analytics
,
Churn Prediction
, and
Machine Learning
Creator:
Wu, Shiyu
,
Bazakas-Chamberlain, William
,
O'Connor, Michael
, and
Kihu, Abigael
Advisor:
Sarnie, Robert
,
Blais, Marcel Y.
,
Wong, Wilson
, and
Pins, George D
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-14
Resource Type:
Major Qualifying Project
Learning From Small Samples: A Machine Learning Model of Belief Polarization
Keyword:
Machine Learning
,
Resource-Rational Analysis
, and
Belief Polarization
Creator:
Kim, David
Advisor:
Reichman, Daniel
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Dual-Antiphase Patch Antennas for Microwave Imaging and Osteoporosis Screening Results Based on Neural Networks: Theoretical and Experimental Results
Keyword:
Microwave Imaging
,
Machine Learning
,
Antennas
, and
Osteoporosis
Creator:
Adams, Johnathan
Advisor:
Makarov, Sergey N.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Cadillac Mountain Reservation System
Keyword:
Machine Learning
,
Reservation System
,
Acadia
,
Big Data
,
Cadillac Mountain
, and
National Parks
Creator:
Martin-Nucatola, Nathalie
,
Burns, Aidan
,
Guilfoyle, Caitlin
, and
Reynolds, Matthew
Advisor:
Davis, Jason
and
Bianchi, Frederick W.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-07-28
Resource Type:
Interactive Qualifying Project
Eye Tracking and Wellness: The Quest for Unobtrusive Biomarkers for Designing Smart Neuro Information Systems
Keyword:
User-Centered Design
,
Chronic Pain
,
Eye-Tracking
,
NeuroIS
,
Information Systems
, and
Machine Learning
Creator:
Norouzi Nia, Javad
Advisor:
Djamasbi, Soussan
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Business Administration
Genetics of Muscular Dystrophy
Keyword:
Machine Learning
,
Linear Regression
, and
Muscular Dystrophy
Creator:
Moy, Justin
Advisor:
Ryder, Elizabeth F.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
Simulations and ML for parachute guidance
Keyword:
Python
,
Simulator
,
Neural Networks
,
Machine Learning
,
Vision-Based Navigation
, and
Digital Image Processing
Creator:
Malabanti, Grace
,
Spitaels, Juliette
, and
Scheufele, Joseph
Advisor:
Paffenroth, Randy Clinton
and
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
DraftKings Baseball Data Analytics
Keyword:
Data Analytics
,
Baseball
,
DraftKings
,
Machine Learning
, and
Live Propositional Bets
Creator:
Pandit, Kaustubh Vivek
,
Yan, River
, and
Ardhaldjian, Ardavasd
Advisor:
Brown, Donald R.
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
Neuroanatomical Biomarkers for Suicidality in Dissociative Identity Disorder
Keyword:
Machine Learning
,
Cortical Thickness
,
Neuroanatomical Biomarkers
,
Dissociative Identity Disorder
, and
Suicidality
Creator:
Linnell, Lilly-Beth
Advisor:
Skorinko, Jeanine LM
and
Nephew, Benjamin
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
NAML : An Easy-to-Deploy Application for Time Series Analysis
Keyword:
Machine Learning
,
Container
,
fNIRS
,
Brain Data
, and
Human Computer Interaction
Creator:
Houlihan, Patrick
Advisor:
Solovey, Erin
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
Creating Model Retraining and Logging Infrastructure to Grow QUICK-Comments – A Tool To Suggest Scores and Feedback for Open-Ended Questions in ASSISTments
Keyword:
Model Training
,
Education
,
Machine Learning
, and
Logging
Creator:
Goto, Kendall
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Interactive Qualifying Project
Machine Perception - Auditory Grouping
Keyword:
Machine Learning
,
Audio Grouping
,
Music
,
Psychology
,
Computer Science
, and
Audio Perception
Creator:
Wagner, Zachary
Advisor:
Doyle, James Kevin
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Major Qualifying Project
Evaluating Energy Efficiency of GPUs using Machine Learning Benchmarks
Keyword:
GPU
,
Energy Efficient
,
Machine Learning
,
Transformer
, and
Deep Learning
Creator:
Foster, Brett
Advisor:
Taneja, Shubbhi
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Major Qualifying Project
Stock Market Simulation
Keyword:
Convolutional Neural Network
,
Machine Learning
,
Deep Learning
,
Technical Analysis
,
Recurrent Neural Network
, and
Fundamental Analysis
Creator:
Rathi, Ishan
,
Anand, Rohan
, and
Roskind, Brianna
Advisor:
Tang, Dalin
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-04
Resource Type:
Interactive Qualifying Project
Improving Automated Assessment for Student Open-responses in Mathematics
Keyword:
Automated assessment, Mathematics
,
Open-responses
,
Machine Learning
,
Online Learning Platforms
, and
Natural Language Processing
Creator:
Baral, Sami
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Development of digital holographic vibrometry methods for determination of mechanical properties of bioengineered tissues
Keyword:
High-resolution Optical Metrology
,
Holographic Vibrometry
,
Machine Learning
,
Bioengineered Tissues
, and
Computational Modeling
Creator:
Hiscox, Colin
Advisor:
Furlong-Vazquez, Cosme
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mechanical Engineering
A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction
Keyword:
Cold Spray
,
Multiple-Instance Learning
,
Additive Manufacturing
,
Machine Learning
,
Data Augmentation
, and
Multiple-Instance Regression
Creator:
Schuliger, Ashley
Advisor:
Cote, Danielle
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
New Frontiers for Perovskite Solar Cells: From Adhesion to Interfacial Fracture and Processing Effects on Device Performances
Keyword:
Perovskite Solar Cells
,
Adhesion
,
Machine Learning
,
Interfacial Fracture
, and
Spray Deposition
Creator:
Ichwani, Reisya
Advisor:
Soboyejo, Winston
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Materials Science & Engineering
Deep Reinforcement Learning for Intelligent Frontier Ranking in Search-and-rescue Scenarios
Keyword:
Swarm
,
Machine Learning
,
Advantage Actor-Critic
,
Frontier
,
Reinforcement Learning
, and
SLAM
Creator:
Bergeron, Taylor
Advisor:
Pinciroli, Carlo
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Assessing Student Support Effectiveness
Keyword:
Machine Learning
,
Natural Language Processing
,
Education
, and
ASSISTments
Creator:
Lee, Morgan
and
Babalola, Benjamin
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-23
Resource Type:
Major Qualifying Project
CS/DS:MQP:Building a Customizable GAN Package Tool in Python
Keyword:
Package
,
Python
,
Machine Learning
,
GAN
,
Simplify
, and
Development
Creator:
Costello, Kyle
,
Astor, Ryan
, and
Lewis, Alek
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-23
Resource Type:
Major Qualifying Project
Baseball Data Analysis for DraftKings
Keyword:
Moneyline
,
Machine Learning
,
DraftKings
,
Prop Bets
,
Baseball
, and
Data Analysis
Creator:
Delphia, Hailey
Advisor:
Brown, Donald R.
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-25
Resource Type:
Major Qualifying Project
Advancement of 3D Printed Aluminum Alloys for the Aerospace Industry Using Machine Learning
Keyword:
Laser Powder Bed Fusion
,
Machine Learning
,
Convolutional Neural Network
,
Al-10Si-Mg
, and
Additive Manufacturing
Creator:
Bowles, Patrick
,
Desmonts, Braeden
,
Carlo, Charles
, and
Cervone, Gabriella
Advisor:
Lados, Diana A.
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-25
Resource Type:
Major Qualifying Project
CS:MQP:Learning Early Warning Alerts for Food Poisoning Outbreaks from Social Media
Keyword:
Machine Learning
,
Illness Detection
,
Data Visualization
, and
Outbreak Prevention
Creator:
Leandres, David
,
Vachon, Nicholas
,
Carroll, John
,
Noreika, Cole
, and
Alvarado Blanco Uribe, Isabel
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-25
Resource Type:
Major Qualifying Project
Securing Physical Layer Passband Signals Via Machine Learning
Keyword:
Modulation Classification
,
Physical Layer
,
Adversarial Perturbations
,
Machine Learning
, and
Localization
Creator:
McClintick, Kyle
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-01-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Predictive Models For NBA Sports Gambling
Keyword:
NBA
,
Data Science
,
Computer Science
, and
Machine Learning
Creator:
Shanaj, Andrew
,
Rago, Philip
, and
Hatton, Evan
Advisor:
Wills, Craig E.
and
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-15
Resource Type:
Major Qualifying Project
Developing Machine Learning Models to Predict Influence of Heat Treatments on the Tensile Properties of Ti6Al4V Parts Prepared by Selective Laser Melting
Keyword:
Ti6Al4V
,
Mechanical Properties
,
Artificial Neural Network
,
Heat Treatment
,
Machine Learning
, and
Selective Laser Melting
Creator:
Yang, Zhaotong
Advisor:
Liang, Jianyu
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mechanical Engineering
Viral Pathogenicity with AI
Keyword:
Bioinformatics
and
Machine Learning
Creator:
Simpson, Parker
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-16
Resource Type:
Major Qualifying Project
Protecting Model Confidentiality for Machine Learning as a Service
Keyword:
Machine Learning
,
Security
,
Model Extraction
, and
Trusted Execution Environment
Creator:
Truong, Jean-Baptiste
Advisor:
Walls, Robert Joseph
and
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
NITELITE: Studying Student Language and Teacher Feedback Through Explanation and Asynchronous Collaboration
Keyword:
Open Responses
,
Machine Learning
,
Word Embeddings
,
Deep Learning
,
Mathematics
, and
Natural Language Processing
Creator:
Erickson, John A.
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Predicting TBI by using Smartphone-sensed mobility patterns, gait and balance
Keyword:
Mobile Health
,
Traumatic Brain Injury (TBI)
, and
Machine Learning
Creator:
Patel, Bhoomi Kalpesh
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Player Performance Prediction Automation for DraftKings
Keyword:
DraftKings
,
Basketball
,
Data Science
,
Python
, and
Machine Learning
Creator:
Katz, Gabriel A.
Advisor:
Paffenroth, Randy Clinton
and
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Major Qualifying Project
Player Performance Prediction Automation for DraftKings
Keyword:
Data Science
,
DraftKings
,
Basketball
,
Python
, and
Machine Learning
Creator:
Huang, Benjamin J.
,
O'Connell, Skylar J.
,
Gonzalez Villalobos, Diego
, and
Campbell, Kayleigh A.
Advisor:
Paffenroth, Randy Clinton
and
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Major Qualifying Project
Robotic Teleoperation via Motion and Gaze Tracking
Keyword:
Python
,
RGB+D
,
Robotics
,
Teleoperation
,
Machine Learning
, and
Computer Vision
Creator:
Hollander, Nicholas H.
Advisor:
Li, Zhi
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Major Qualifying Project
Deep Reinforcement Learning for GO AI
Keyword:
Reinforcement Learning
,
Monte-Carlo Tree Search
,
Machine Learning
,
Supervised Learning
,
Minimax
, and
Neural Networks
Creator:
Aranda Ramirez, Esteban
and
Graham, Thomas
Advisor:
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Major Qualifying Project
Arco IT GmbH User Interface and Machine Learning MQP
Keyword:
Machine Learning
,
JupyterLab
,
Generative Adversarial Networks
,
User Interface
,
Cybersecurity
, and
Docker
Creator:
Kothari, Vinit
,
Perez, Jerry
,
Iandoli, Matthew J.
, and
Zhang, Jiaqi
Advisor:
Paffenroth, Randy Clinton
,
Mangoubi, Oren Rami
, and
Trapp, Andrew C
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Major Qualifying Project
Exploring Iterative Applications of Machine Learning on Pyrolysis of Plastics
Keyword:
Recycling
,
Pyrolysis
,
Data Science
,
Machine Learning
,
Chemical Engineering
, and
Sustainability
Creator:
Ferrara, Owen G.
,
Skangos, Christopher A.
,
Himebaugh, Eric T.
, and
Rando, Matthew P.
Advisor:
Timko, Michael T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Major Qualifying Project
Smartphone Infection Tracking
Keyword:
COVID-19
,
Mobile App
,
Android
,
Bluetooth
,
Machine Learning
, and
Smartphone
Creator:
Pierre, Jean-Philippe A.
,
Konstantopoulos, Theodoros
,
Enright, Caitlin
, and
Pinel Aviles, Orlando A.
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Major Qualifying Project
Positive Unlabeled Learning
Keyword:
Novel Algorithm
,
Machine Learning
, and
Positive Unlabeled Learning
Creator:
Nair, Vinay
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-11
Resource Type:
Major Qualifying Project
ASSISTments Research
Keyword:
PostgreSQL
,
Database
,
Amazon Web Services
,
Machine Learning
,
Education
, and
EC2
Creator:
Cirella, Ryan M.
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-18
Resource Type:
Major Qualifying Project
Analyzing Board Health with Machine Learning
Keyword:
Predictive Maintenance
,
Outlier Detection
,
Artificial Intelligence
,
Machine Learning
,
Time Series Analysis
, and
Statistical Analysis
Creator:
Lovering, Joshua
,
Oshiro-Leavitt, Clay N.
,
Tang, Bryson M.
, and
Frith, Suverino L.
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-24
Resource Type:
Major Qualifying Project
Machine Learning for Mental Health Screening
Keyword:
Mental Health
and
Machine Learning
Creator:
Hernandez-Reisch, Miranda
,
Caouette, Hunter C.
,
Bruneau, Connor D.
,
Kayastha, Rimsha
, and
Melican, Veronica R.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-05
Resource Type:
Major Qualifying Project
Award:
Provost's MQP Award
Heterogeneity-aware Federated Learning
Keyword:
Federated Learning
,
EMNIST
,
Machine Learning
, and
CELEBA
Creator:
Aquilante, Justin W.
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-06
Resource Type:
Major Qualifying Project
Cryptocurrency Trading Program
Keyword:
Cryptocurrency
,
Machine Learning
,
Trading Program
, and
Sentiment Analysis
Creator:
Dandeneau, Sean P.
,
Knight, Dante J.
, and
Gerulskis, Jack F.
Advisor:
Smith, Therese Mary
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-06
Resource Type:
Major Qualifying Project
Exploring Positive Unlabeled Machine Learning
Keyword:
Machine Learning
and
Positive Unlabeled
Creator:
Gass, Bryan A.
,
Abeyta, Jesse B.
,
Cheng, Nicholas W.
,
Nair, Vinay
, and
Kocienda, Calvin A.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-06
Resource Type:
Major Qualifying Project
Brain Wave Analysis
Keyword:
Machine Learning
,
Python
,
Computer Science
,
BCI
, and
Neuroscience
Creator:
Buntel, Ellery
Advisor:
Neamtu, Rodica
and
Solovey, Erin
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-11
Resource Type:
Major Qualifying Project
Artificial Intelligence and Machine Learning in Consumer Products
Keyword:
Consumer Products
,
Identification
,
Consumer Product Safety Commission
,
Artificial Intelligence
,
CPSC
, and
Machine Learning
Creator:
Guerriero, Benjamin R.
,
Young, Logan K.
,
Master, Austin N.
, and
Wiseman, Tyson C.
Advisor:
Ault, Holly Keyes
and
Hanlan, James P.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-10
Resource Type:
Interactive Qualifying Project
Adverse Drug Event Information Extraction from Medical Narratives using Ensemble Learning & Deep Learning
Keyword:
Deep Learning
,
Natural Language Processsing
,
Machine Learning
,
Information Extraction
,
Text Mining
, and
Adverse Drug Event
Creator:
Wunnava, Susmitha
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-07
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Use of AI in Otology
Keyword:
Otology
,
Vestibular Schwannoma
,
Machine Learning
,
Artificial Intelligence
,
Ensemble Learning
, and
Tumor Classification
Creator:
Snyder, Holden L.
,
Casagrande, Emilia T.
,
Pai, Ashwin G.
, and
Healy, Alan J.
Advisor:
Currier, Blake Hoag
and
Brisson, Ulrike
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-10-21
Resource Type:
Interactive Qualifying Project
Developing Automated Audio Assessment Tools for a Chinese Language Course
Keyword:
Audio Data
,
Natural Language Processing
,
Machine Learning
,
Automated Grading
, and
Deep Learning
Creator:
Varatharaj, Ashvini
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Towards Automated Analysis of Microarchitectural Attacks using Machine Learning
Keyword:
Microarchitectural Security
,
Machine Learning
,
Deep Learning
,
Side-Channel Attacks
,
Cloud Security
, and
Cache Attacks
Creator:
Gulmezoglu, Berk
Advisor:
Eisenbarth, Thomas
and
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-07-15
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Deep Transfer Learning Applied to Time-series Classification for Predicting Heart Failure Worsening Using Electrocardiography
Keyword:
Heart failure
,
Heart failure worsening prediction
,
Transfer learning
,
Machine Learning
,
Time series analysis
, and
Manifold learning
Creator:
Pan, Xiang
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-20
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Biomedical Engineering
Improving Model Performance with Robust PCA
Keyword:
Robust PCA
,
Projectors
,
Cyber Security
,
PCA
,
Feature Engineering
, and
Machine Learning
Creator:
Bennett, Marissa A.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Propensity of Endogenous Alternative Splicing to Mediate Mutative Damage
Keyword:
Mutation
,
Alternative Splicing
,
Cancer
,
mRNAseq
,
Statistics
, and
Machine Learning
Creator:
Lutz, Ashley
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Bioinformatics & Computational Biology
Deep Learning on Attributed Sequences
Keyword:
attributed sequences
,
Deep Learning
, and
Machine Learning
Creator:
Zhuang, Zhongfang
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-02-28
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Extension on Adaptive MAC Protocol for Space Communications
Keyword:
Deep Reinforcement Learning
,
Machine Learning
,
DVB-S2
,
Catastrophic Forgetting
,
NASA
, and
Space Communications
Creator:
Li, Max Hongming
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Training Data Generation Framework For Machine-Learning Based Classifiers
Keyword:
Classification
,
unsupervised domain adaptation
,
deep neural networks
,
Channel modeling
, and
Machine Learning
Creator:
McClintick, Kyle W
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Automating endoscopic camera motion for teleoperated minimally invasive surgery using inverse reinforcement learning
Keyword:
Machine Learning
,
Virtual Reality
,
Surgical Robotics
,
endoscope
, and
automation
Creator:
Agrawal, Ankur S
Advisor:
Fischer, Gregory S.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-13
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Adaptively-Halting RNN for Tunable Early Classification of Time Series
Keyword:
Classification
,
Time series
,
Machine Learning
, and
Neural Networks
Creator:
Hartvigsen, Thomas
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-11-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
An Approach for Deliberate Non-Compliance Detection during Opioid Abuse Surveillance by a Wearable Biosensor
Keyword:
Deliberate non-compliance detection
,
Machine Learning
,
opioid surveillance
,
triaxial accelerometer
, and
blood volume pulse (BVP)
Creator:
Singh, Rohitpal
Advisor:
Venkatasubramanian, Krishna Kumar
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-08-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Gene fusions in cancer: Classification of fusion events and regulation patterns of fusion pathway neighbors
Keyword:
Cancer
,
semi-supervised machine learning
,
gene fusion
,
Machine Learning
, and
chromosomal abnormalities
Creator:
Hughes, Katelyn
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Bioinformatics & Computational Biology
SRML: Space Radio Machine Learning
Keyword:
satellite communications
,
Cognitive Radio
, and
Machine Learning
Creator:
Ferreira, Paulo Victor Rodrigues
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Automatic Detection of Cognitive Load and User’s Age Using a Machine Learning Eye Tracking System
Keyword:
Mental Effort
,
Machine Learning
,
Eye Tracking
,
Pupillary Response
,
User Profiling
, and
Cognitive Load
Creator:
Shojaeizadeh, Mina
Advisor:
Djamasbi, Soussan
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Management
Why did they cite that?
Keyword:
information retrieval
,
Machine Learning
,
Deep Learning
, and
natural language processing
Creator:
Lovering, Charles
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
A Machine Learning approach to Febrile Classification
Keyword:
Thermal Imaging
,
Fever Screening
,
Classification
,
Machine Learning
, and
Deep Learning
Creator:
Kostopouls, Theodore P
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Biomedical Engineering
Computer Vision and Machine Learning for Autonomous Vehicles
Keyword:
Computer Vision
,
autonomous vehicles
, and
Machine Learning
Creator:
Chen, Zhilu
Advisor:
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-10-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Change-points Estimation in Statistical Inference and Machine Learning Problems
Keyword:
Distributed learning
,
Machine Learning
, and
change-points
Creator:
Zhang, Bingwen
Advisor:
Lai, Lifeng
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-08-14
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
A Forex Trading System Using Evolutionary Reinforcement Learning
Keyword:
Algorithmic Trading
,
Machine Learning
,
Genetic Algorithms
,
Reinforcement Learning
, and
Foreign Exchange
Creator:
Song, Yupu
Advisor:
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-05-01
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Semi-Autonomous Wheelchair Navigation With Statistical Context Prediction
Keyword:
Navigation
,
Bayesian Network
,
Wheelchair
, and
Machine Learning
Creator:
Qiao, Junqing
Advisor:
Padir, Taskin
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Reinforcement Learning from Demonstration
Keyword:
rule learning
,
agents
,
rl
,
Machine Learning
,
Learning from Demonstration
,
transfer learning
,
Artificial Intelligence
,
policy learning
,
robot learning from demonstration
,
rlfd
,
Reinforcement Learning
,
robot learning
,
lfd
,
reward shaping
,
Robotics
,
robots
, and
User Study
Creator:
Suay, Halit Bener
Advisor:
Chernova, Sonia
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Robotics Engineering
A Comprehensive Comparative Performance Evaluation of Signal Processing Features in Detecting Alcohol Consumption from Gait Data
Keyword:
gait
,
Signal Processing
,
alcohol consumption
,
Machine Learning
, and
smartphone
Creator:
Qi, Muxi
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
An Embedded Seizure Onset Detection System
Keyword:
Embedded
,
EEG
,
Machine Learning
,
epilepsy
,
SVM
, and
seizure
Creator:
Kindle, Alexander Lawrence
Advisor:
McLaughlin, Bryan
and
Padir, Taskin
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-09-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Detecting students who are conducting inquiry Without Thinking Fastidiously (WTF) in the Context of Microworld Learning Environments
Keyword:
Cluster Analysis
,
Learner Characteristics
,
Science Inquiry
,
Automated Detectors
,
Disengaged Behavior
,
Machine Learning
, and
Decision Tree Rule Learners
Creator:
Wixon, Michael
Advisor:
Gobert, Janice
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-04-09
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Social Science & Policy Studies
Layout Optimization for Distributed Relational Databases Using Machine Learning
Keyword:
layout optimization
,
Machine Learning
, and
distributed databases
Creator:
Patvarczki, Jozsef
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-05-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Predictive Models of Student Learning
Keyword:
Machine Learning
,
Bayesian networks
,
psychometrics
,
Knowledge tracing
,
Intelligent tutoring systems
,
item response theory
,
predictive models
,
Educational data mining
,
educational measurement
, and
student modeling
Creator:
Pardos, Zachary Alexander
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
A Graph Theoretic Clustering Algorithm based on the Regularity Lemma and Strategies to Exploit Clustering for Prediction
Keyword:
Unsupervised learning
,
Graph Mining
,
Machine Learning
,
Semi-Supervised Learning
,
Ensemble Learning
,
Graph Partitioning
, and
Regularity Lemma
Creator:
Trivedi, Shubhendu
Advisor:
Sarkozy, Gabor N
and
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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