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machine learning
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Evolving Neural Network Ensembles with Ensemble-Based Fitness Functions
Keyword:
evolving
,
ensembles
,
neural networks
,
ai
, and
machine learning
Creator:
Deml, Gabriel
and
Conrad, Gregory
Advisor:
Beck, Joseph E.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Major Qualifying Project
CS/DS MQP: Advanced Applications for Deep Generative Models
Keyword:
machine learning
,
human activity recognition
,
tabular diffusion
,
gramian angular fields
,
generative models
, and
diffusion models
Creator:
Trac, Cindy
,
McCarthy, Dillon
,
Buasai, Sirut
, and
Dykstra, Jason
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-25
Resource Type:
Major Qualifying Project
Modelling and Evaluating Financial Sustainability using Data Envelopment Analysis and Machine Learning Methods
Keyword:
benchmarking
,
data envelopment analysis
,
optimization
,
performance evaluation
,
banking
, and
machine learning
Creator:
Shi, Yu
Advisor:
Zhu, Joe
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit:
Business Administration
Using Intermarket Data to Evaluate the Efficient Market Hypothesis with Machine Learning
Keyword:
intermarket analysis
,
technical analysis
,
efficient market hypothesis
,
machine learning
, and
financial forecasting
Creator:
Diamond, N'yoma
and
Perkins, Grant
Advisor:
Sturm, Stephan
,
Liu, Xiaozhong
, and
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-10-25
Resource Type:
Major Qualifying Project
Towards an End-to-End Training Data Management System for Machine Learning Models
Keyword:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
Creator:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit:
Data Science
Worcester IS Fab Lab MQP Blockchain and Machine Learning Report
Keyword:
Filecoin
,
machine learning
,
IPFS
,
fintech
,
pavement predictions
, and
blockchain smart contract
Creator:
Morreale, Cameron
,
Debare, Joshua
,
Shang, Qingbei
,
Konadu, Mabel
, and
Moody, Kelsey
Advisor:
Blais, Marcel Y.
,
Zhang, Haichong
,
Wong, Wilson
, and
Sarnie, Robert
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-15
Resource Type:
Major Qualifying Project
Investigating underrepresentation in AI datasets for cardiovascular health asssessment
Keyword:
big data
,
representation
,
healthcare
,
machine learning
,
cardiovascular disease
, and
artificial intelligence
Creator:
Rathke, Liam
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-11-04
Resource Type:
Interactive Qualifying Project
Impact of Intermarket Data on Stock Market Prediction
Keyword:
financial forecasting
,
Forex
,
intermarket analysis
,
bonds
,
futures
, and
machine learning
Creator:
Wright, Jillian
and
Cosma, Brad
Advisor:
Sturm, Stephan
,
Blais, Marcel Y.
, and
Liu, Xiaozhong
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-10-25
Resource Type:
Major Qualifying Project
A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics
Keyword:
error analysis
,
electromagnetic signal processing
,
machine learning
,
kalman filter
,
source localization
, and
maximum likelihood estimator (MLE)
Creator:
Barger, Maria
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-08
Resource Type:
Thesis
Degree:
MS
Unit:
Data Science
Defect Characterization and Classification for Metal Additive Manufacturing Process Optimization Using Machine Learning
Keyword:
porosity
,
additive manufacturing
,
machine learning
, and
pore classification
Creator:
Staszewska, Adrianna
Advisor:
Lados, Diana A.
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-11
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
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