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Filtering by: Keyword machine learning Remove constraint Keyword: machine learning Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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ChordCraft: AI Chord Generator VST

Keyword:

JUCE, music composition, machine learning, hidden markov model, digital audio workstation, and vst

Creator:

Desai, Sameer, Whittaker, Ilana, Kwee, Darren, and Kneeland, Thomas

Advisor:

Roberts, Charles Davis and Barton, Scott D

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-03-22

Resource Type:

Major Qualifying Project
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 (Department):

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 (Department):

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 (Department):

Data Science

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Major Qualifying Projects12
PhD Dissertations6
Masters Theses3
Interactive Qualifying Projects1

Year

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Current results range from 2019 to 2024

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Creator

Barger, Maria1
Brodin, Robert1
Buasai, Sirut1
Cleaver-Stigum, Imogen1
Conrad, Gregory1
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Advisor

Agu, Emmanuel O.2
Apelian, Diran1
Barton, Scott D1
Beck, Joseph E.1
Blais, Marcel Y.3
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Contributor

Agu, Emmanuel O.1
Anderson, Kevin1
Apelian, Diran1
Arrington, Catherine1
Beck, Joseph E.1
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Project Center

Switzerland Project Center - MQP2

Major

Computer Science11
Data Science2
Management Engineering1
Physics1

Unit (Department)

Business Administration1
Computer Science3
Data Science2
Electrical & Computer Engineering2
Materials Science & Engineering1

Publisher

Worcester Polytechnic Institute[remove]22

Subject

Community1
Computing5
Energy1
Health2
Inclusion1
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UN SDG

3 - Good Health and Well-being2
7 - Affordable and Clean Energy1
9 - Industry, Innovation and Infrastructure2
10 - Reducing Inequality1
Not Specified1

Resource type

Major Qualifying Project12
Dissertation6
Thesis3
Interactive Qualifying Project1

License

https://creativecommons.org/licenses/by-nc/4.0/2

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