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Filtering by: Contributor Uzarski, Joshua R. Publisher Worcester Polytechnic Institute

1. Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation

Keyword:: Deep Learning, Representation Learning, Transfer Learning, and Chemical Sensing
Creator:: Moore, Alexander
Advisor:: Mangoubi, Oren Rami, Eltabakh, Mohamed Y., and Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-08-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

2. Robust State Estimation and Deep Learning for Time Series Analysis

Keyword:: Domain Randomization, Deep Learning, Chemical Sensors, Interacting Multiple Model Kalman Filter, Autoencoder, and Kalman Filter
Creator:: Weiss, Matthew L.
Advisor:: Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-08-12
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science