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Filtering by: Contributor Eltabakh, Mohamed Y. Publisher Worcester Polytechnic Institute Year 2022

1. 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

2. 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

3. Ensemble CNNs in Transform Domains for Small Data Image Super-resolution

Keyword:: sparse domain, image super-resolution, ensemble, and neural network
Creator:: Liu, Yingnan
Advisor:: Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-08-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data 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

5. Synthetic Generation of Data for HCR using Image-to-Image Translation GANs

Keyword:: Data Augmentation, Sensor Data, Human Context Recognition (HCR), Generative Adversarial Networks (GAN), and Time series data
Creator:: Sankaranarayanan, Ronak
Advisor:: Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-05-02
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science