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Filtering by: Contributor Eltabakh, Mohamed Y.

1. Modeling User Behaviors in Online Systems and Ubiquitous Devices

Creator:: Mou, Guanyi
Advisor:: Lee, Kyumin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-19
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. Analytics projects for key stakeholders in large scale online learning systems

Creator:: Jakhmola, Rahul
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-08-13
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

9. Effectiveness of the Automatic Reassessment and Relearning System for Short- and Long-term Mathematical Skill Retention

Keyword:: Spacing Effect, Testing effect, and ASSISTments
Creator:: Gonsalves, Manuel S.
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-22
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

10. Making Sense of Human-generated Spatial-temporal Data from Urban Environment

Keyword:: human behavior analysis, spatial-temporal data, imitation learning, smart cities, explainable artificial intelligence, and data mining
Creator:: Pan, Menghai
Advisor:: Li, Yanhua
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-22
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science