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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
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
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
Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning
Palavra-chave:
mental heath screening
,
deep learning
,
audio
,
machine learning
, and
voice
O Criador:
Toto, Ermal
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2021-03-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Decoding Cognitive States from fNIRS Neuroimaging Data Using Machine Learning
Palavra-chave:
mind-wandering
,
machine learning
,
Echo State Network
,
cognitive load
,
rule learning
, and
functional near-infrared spectroscopy
O Criador:
Liu, Ruixue
Advisor:
Solovey, Erin
Editor:
Worcester Polytechnic Institute
Data Criada:
2020-12-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Knowledge Creation via Data Analytics in a High Pressure Die Casting Operation
Palavra-chave:
smart foundry
,
high pressure die casting
,
aluminum
,
machine learning
, and
casting
O Criador:
Kopper, Adam E.
Advisor:
Apelian, Diran
Editor:
Worcester Polytechnic Institute
Data Criada:
2020-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Materials Science & Engineering
Micro-architectural Threats to Modern Computing Systems
Palavra-chave:
mobile security
,
DoS attacks
,
machine learning
,
cloud security
, and
side-channel attacks
O Criador:
Inci, Mehmet Sinan
Advisor:
Sunar, Berk
and
Eisenbarth, Thomas
Editor:
Worcester Polytechnic Institute
Data Criada:
2019-04-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
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PhD Dissertations
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O Criador
Barger, Maria
1
Inci, Mehmet Sinan
1
Kopper, Adam E.
1
Liu, Ruixue
1
Shi, Yu
1
mais
O Criadors
»
Advisor
Apelian, Diran
1
Eisenbarth, Thomas
1
Paffenroth, Randy Clinton
1
Rundensteiner, Elke A.
2
Solovey, Erin
1
mais
Advisors
»
Contributor
Anderson, Kevin
1
Apelian, Diran
1
Arrington, Catherine
1
Charles, Vincent
1
Djamasbi, Soussan
1
mais
Contributors
»
Unit (Department)
Business Administration
1
Computer Science
2
Data Science
2
Electrical & Computer Engineering
1
Materials Science & Engineering
1
Editor
Worcester Polytechnic Institute
7
UN SDG
9 - Industry, Innovation and Infrastructure
1
Tipo de recurso
Dissertation
7
License
https://creativecommons.org/licenses/by-nc/4.0/
1
