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Alvarez, Sergio A.
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Exploring Internal Representations Learned by Autoencoders for Sleep EEG
Keyword:
denoising autoencoders
,
machine learning
,
disentangled representations
,
power spectrogram
,
beta-variational autoencoders
, and
sleep eeg signal analysis
Creator:
Soota, Akshit
Advisor:
Alvarez, Sergio A.
and
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-08-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Collaborative and content-based filtering using neural networks
Creator:
Rock, Dana N.
and
Kao, Amy Hiumin
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Publisher:
Worcester Polytechnic Institute
Date Created:
1999-01-01
Resource Type:
Major Qualifying Project
Understanding Internal Feature Development in Deep Convolutional Neural Networks for Time Series
Keyword:
Feature extraction
,
Human Sleep
,
Interpretable Deep learning
,
Feature Visualization
, and
Learning representations
Creator:
Paisarnsrisomsuk, Sarun
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Transform-based similarity methods for sequence mining
Creator:
Halwes, Tara A.
Advisor:
Alvarez, Sergio A.
and
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2000-01-01
Resource Type:
Major Qualifying Project
NVIS : an interactive visualization tool for neural networks
Creator:
Streeter, Matthew J.
Advisor:
Alvarez, Sergio A.
and
Ward, Matthew O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2000-01-01
Resource Type:
Major Qualifying Project
Data mining with TinFOIL
Creator:
Berube, Matthew L.
Advisor:
Alvarez, Sergio A.
and
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2000-01-01
Resource Type:
Major Qualifying Project
Analysis on Societal and Technical Aspects of Human Sleep
Keyword:
Public health
and
Mental health
Creator:
Win, Soe San
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2010-05-03
Resource Type:
Interactive Qualifying Project
Faster Training of Neural Networks for Recommender Systems
Keyword:
Neural Networks
,
mixture of experts
, and
recommender systems
Creator:
Kogel, Wendy E.
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2002-05-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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Creator
Berube, Matthew L.
1
Halwes, Tara A.
1
Kao, Amy Hiumin
1
Kogel, Wendy E.
1
Paisarnsrisomsuk, Sarun
1
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Advisor
Alvarez, Sergio A.
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8
Ruiz, Carolina
7
Ward, Matthew O.
1
Contributor
Alvarez, Sergio A.
3
Kong, Xiangnan
2
Ruiz, Carolina
3
Whitehill, Jacob Richard
1
Major
Computer Science
4
System Dynamics
1
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Computer Science
3
Publisher
Worcester Polytechnic Institute
8
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Health
1
Well-Being
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UN SDG
3 - Good Health and Well-being
1
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Major Qualifying Project
4
Thesis
2
Dissertation
1
Interactive Qualifying Project
1
