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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
Attention-based Deep Learning Models for Text Classification and their Interpretability

Creator:

Sen, Cansu

Advisor:

Rundensteiner, Elke A. and Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-08-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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PhD Dissertations2
Masters Theses1

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Creator

Paisarnsrisomsuk, Sarun1
Sen, Cansu1
Soota, Akshit1

Advisor

Alvarez, Sergio A.2
Kong, Xiangnan1
Ruiz, Carolina2
Rundensteiner, Elke A.1

Contributor

Alvarez, Sergio A.2
Kong, Xiangnan[remove]3
Raghavan, Preethi1
Ruiz, Carolina[remove]3
Rundensteiner, Elke A.1
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Unit (Department)

Computer Science3

Publisher

Worcester Polytechnic Institute3

UN SDG

3 - Good Health and Well-being1

Resource type

Dissertation2
Thesis1

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