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Filtering by: Advisor Eltabakh, Mohamed Y. Publisher Worcester Polytechnic Institute Resource type Dissertation

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. Frequent Pattern Mining Analytics

Creator:: Lin, Xika
Advisor:: Kong, Xiangnan, Rundensteiner, Elke A., and Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-11
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

3. Big Time Series Analytics Using a Distributed Infrastructure

Keyword:: Distributed Infrastructures, Approximate Queries, Time Series Compound, Big Time Series Analytics, and Convergence Query
Creator:: Alghamdi, Noura
Advisor:: Rundensteiner, Elke A. and Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-07-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

4. Scalable Similarity Search over Big Data Series

Keyword:: Data Series, Scalable Indexing, Approximate Similarity Search, Big data series, and Query optimization
Creator:: Zhang, Liang
Advisor:: Rundensteiner, Elke A. and Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-22
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science