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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
Defect Characterization and Classification for Metal Additive Manufacturing Process Optimization Using Machine Learning
Palavra-chave:
porosity
,
additive manufacturing
,
machine learning
, and
pore classification
O Criador:
Staszewska, Adrianna
Advisor:
Lados, Diana A.
and
Neamtu, Rodica
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-08-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer 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
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O Criador
Liu, Ruixue
1
Soota, Akshit
1
Staszewska, Adrianna
1
Toto, Ermal
1
Advisor
Alvarez, Sergio A.
1
Lados, Diana A.
1
Neamtu, Rodica
1
Ruiz, Carolina
1
Rundensteiner, Elke A.
1
mais
Advisors
»
Contributor
Alvarez, Sergio A.
1
Arrington, Catherine
1
Beck, Joseph E.
1
Harrison, Lane T.
1
Kong, Xiangnan
1
mais
Contributors
»
Unit (Department)
Computer Science
[remove]
4
Editor
Worcester Polytechnic Institute
4
UN SDG
3 - Good Health and Well-being
1
Tipo de recurso
Dissertation
2
Thesis
2