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Filtering by: Contributor Alvarez, Sergio A. Remove constraint Contributor: Alvarez, Sergio A. Unit (Department) Computer Science Remove constraint Unit (Department): Computer Science

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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
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
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

Kogel, Wendy E.1
Paisarnsrisomsuk, Sarun1
Soota, Akshit1

Advisor

Alvarez, Sergio A.3
Ruiz, Carolina3

Contributor

Alvarez, Sergio A.[remove]3
Kong, Xiangnan2
Ruiz, Carolina3
Whitehill, Jacob Richard1

Unit (Department)

Computer Science[remove]3

Publisher

Worcester Polytechnic Institute3

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3 - Good Health and Well-being1

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Thesis2
Dissertation1

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