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