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Filtering by: Keyword machine learning Remove constraint Keyword: machine learning Resource type Major Qualifying Project Remove constraint Resource type: Major Qualifying Project

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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
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
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
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
Few-Shot Machine Learning for Side-Channel Analysis

Keyword:

machine learning, few-shot machine learning, and side-channel analysis

Creator:

Brodin, Robert

Advisor:

Shue, Craig A. and Ganji, Fatemeh

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-03-05

Resource Type:

Major Qualifying Project
Using neural networks to infer acceleration for an atom-based accelerometer

Keyword:

neural networks, interferometry, machine learning, and quantum

Creator:

Lopes, Eric

Advisor:

Zozulya, Alex A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-08-12

Resource Type:

Major Qualifying Project
Database-Integrated Analytics

Keyword:

data sience, computer science, database, and machine learning

Creator:

Xie, Shaolin

Advisor:

Eltabakh, Mohamed Y.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-05

Resource Type:

Major Qualifying Project
Quantifying and Optimizing Performance of Distributed Deep Learning with Cloud Storage Buckets

Keyword:

distributed deep learning, cloud computing, machine learning, and data loading

Creator:

Krichevsky, Nicholas J. and St. Louis, Matthew A.

Advisor:

Guo, Tian

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-03-10

Resource Type:

Major Qualifying Project
Visualizing Music with Machine Learning

Keyword:

artificial intelligence, music, art, and machine learning

Creator:

Crepeau, Samantha L.

Advisor:

Whitehill, Jacob Richard and Mangoubi, Oren Rami

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-03-17

Resource Type:

Major Qualifying Project

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Major Qualifying Projects11

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Creator

Brodin, Robert1
Buasai, Sirut1
Cleaver-Stigum, Imogen1
Conrad, Gregory1
Cosma, Brad1
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Advisor

Beck, Joseph E.1
Blais, Marcel Y.3
Eltabakh, Mohamed Y.1
Ganji, Fatemeh1
Guo, Tian1
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Project Center

Switzerland Project Center - MQP2

Major

Computer Science10
Data Science2
Management Engineering1
Physics1

Publisher

Worcester Polytechnic Institute11

Subject

Computing3
Energy1
Health1
Industry2
Innovation2
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3 - Good Health and Well-being1
7 - Affordable and Clean Energy1
9 - Industry, Innovation and Infrastructure2
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Major Qualifying Project[remove]11

License

https://creativecommons.org/licenses/by-nc/4.0/1

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