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Filtering by: Advisor Ruiz, Carolina Collections PhD Dissertations

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
Contributions to Collective Dynamical Clustering-Modeling of Discrete Time Series

Keyword:

semi-Markov chain, distributed data processing system, discrete time series, and deviated dynamic time warping

Creator:

Wang, Chiying

Advisor:

Ruiz, Carolina

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-04-27

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science