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Iterative Models for Machine Learning in the Physical Sciences
Palavra-chave:
electromagnetics
,
iterative models
,
dynamical systems
,
neural network extrapolation
,
machine learning
, and
lunar lander
O Criador:
Barger, Maria
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-08-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Exploring Internal Representations Learned by Autoencoders for Sleep EEG
Palavra-chave:
denoising autoencoders
,
machine learning
,
disentangled representations
,
power spectrogram
,
beta-variational autoencoders
, and
sleep eeg signal analysis
O Criador:
Soota, Akshit
Advisor:
Alvarez, Sergio A.
and
Ruiz, Carolina
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-08-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
LOOL: Flexible & Robust Estimator of Heterogeneous Treatment Effects
Palavra-chave:
heterogenous treatment effect
,
machine learning
,
potential outcomes
, and
causal inference
O Criador:
Pham, Duy
Advisor:
Sales, Adam
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-04-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
ChordCraft: AI Chord Generator VST
Palavra-chave:
JUCE
,
music composition
,
machine learning
,
hidden markov model
,
digital audio workstation
, and
vst
O Criador:
Desai, Sameer
,
Whittaker, Ilana
,
Kwee, Darren
, and
Kneeland, Thomas
Advisor:
Roberts, Charles Davis
and
Barton, Scott D
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-03-22
Resource Type:
Major Qualifying Project
Evolving Neural Network Ensembles with Ensemble-Based Fitness Functions
Palavra-chave:
evolving
,
ensembles
,
neural networks
,
ai
, and
machine learning
O Criador:
Deml, Gabriel
and
Conrad, Gregory
Advisor:
Beck, Joseph E.
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-04-27
Resource Type:
Major Qualifying Project
CS/DS MQP: Advanced Applications for Deep Generative Models
Palavra-chave:
machine learning
,
human activity recognition
,
tabular diffusion
,
gramian angular fields
,
generative models
, and
diffusion models
O Criador:
Trac, Cindy
,
McCarthy, Dillon
,
Buasai, Sirut
, and
Dykstra, Jason
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-04-25
Resource Type:
Major Qualifying Project
Modelling and Evaluating Financial Sustainability using Data Envelopment Analysis and Machine Learning Methods
Palavra-chave:
benchmarking
,
data envelopment analysis
,
optimization
,
performance evaluation
,
banking
, and
machine learning
O Criador:
Shi, Yu
Advisor:
Zhu, Joe
Editor:
Worcester Polytechnic Institute
Data Criada:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Business Administration
Using Intermarket Data to Evaluate the Efficient Market Hypothesis with Machine Learning
Palavra-chave:
intermarket analysis
,
technical analysis
,
efficient market hypothesis
,
machine learning
, and
financial forecasting
O Criador:
Diamond, N'yoma
and
Perkins, Grant
Advisor:
Sturm, Stephan
,
Liu, Xiaozhong
, and
Blais, Marcel Y.
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-10-25
Resource Type:
Major Qualifying Project
Towards an End-to-End Training Data Management System for Machine Learning Models
Palavra-chave:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
O Criador:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Worcester IS Fab Lab MQP Blockchain and Machine Learning Report
Palavra-chave:
Filecoin
,
machine learning
,
IPFS
,
fintech
,
pavement predictions
, and
blockchain smart contract
O Criador:
Morreale, Cameron
,
Debare, Joshua
,
Shang, Qingbei
,
Konadu, Mabel
, and
Moody, Kelsey
Advisor:
Blais, Marcel Y.
,
Zhang, Haichong
,
Wong, Wilson
, and
Sarnie, Robert
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-12-15
Resource Type:
Major Qualifying Project
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Collections
Major Qualifying Projects
12
PhD Dissertations
7
Masters Theses
5
Interactive Qualifying Projects
1
Year
Year range begin
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Year range end
Current results range from
2019
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2024
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O Criador
Barger, Maria
2
Brodin, Robert
1
Buasai, Sirut
1
Cleaver-Stigum, Imogen
1
Conrad, Gregory
1
mais
O Criadors
»
Advisor
Agu, Emmanuel O.
2
Alvarez, Sergio A.
1
Apelian, Diran
1
Barton, Scott D
1
Beck, Joseph E.
1
mais
Advisors
»
Contributor
Agu, Emmanuel O.
1
Alvarez, Sergio A.
1
Anderson, Kevin
1
Apelian, Diran
1
Arrington, Catherine
1
mais
Contributors
»
Project Center
Switzerland Project Center - MQP
2
Major
Computer Science
11
Data Science
2
Management Engineering
1
Physics
1
Unit (Department)
Business Administration
1
Computer Science
4
Data Science
4
Electrical & Computer Engineering
2
Materials Science & Engineering
1
Editor
Worcester Polytechnic Institute
25
Sujeito
Community
1
Computing
5
Energy
1
Health
2
Inclusion
1
mais
Sujeitos
»
UN SDG
3 - Good Health and Well-being
3
7 - Affordable and Clean Energy
1
9 - Industry, Innovation and Infrastructure
3
10 - Reducing Inequality
1
Not Specified
1
Tipo de recurso
Major Qualifying Project
12
Dissertation
7
Thesis
5
Interactive Qualifying Project
1
License
https://creativecommons.org/licenses/by-nc/4.0/
2
https://creativecommons.org/licenses/by/4.0/
1
