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Filtro per: Contributor Eltabakh, Mohamed Y.

1. Modeling User Behaviors in Online Systems and Ubiquitous Devices

Creatore:: Mou, Guanyi
Advisor:: Lee, Kyumin
Editore:: Worcester Polytechnic Institute
data di creazione:: 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

Parola chiave:: Deep Learning, Representation Learning, Transfer Learning, and Chemical Sensing
Creatore:: Moore, Alexander
Advisor:: Mangoubi, Oren Rami, Eltabakh, Mohamed Y., and Paffenroth, Randy Clinton
Editore:: Worcester Polytechnic Institute
data di creazione:: 2023-08-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

3. Frequent Pattern Mining Analytics

Creatore:: Lin, Xika
Advisor:: Kong, Xiangnan, Rundensteiner, Elke A., and Eltabakh, Mohamed Y.
Editore:: Worcester Polytechnic Institute
data di creazione:: 2022-12-11
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

4. Big Time Series Analytics Using a Distributed Infrastructure

Parola chiave:: Distributed Infrastructures, Approximate Queries, Time Series Compound, Big Time Series Analytics, and Convergence Query
Creatore:: Alghamdi, Noura
Advisor:: Rundensteiner, Elke A. and Eltabakh, Mohamed Y.
Editore:: Worcester Polytechnic Institute
data di creazione:: 2022-07-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

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

Parola chiave:: sparse domain, image super-resolution, ensemble, and neural network
Creatore:: Liu, Yingnan
Advisor:: Paffenroth, Randy Clinton
Editore:: Worcester Polytechnic Institute
data di creazione:: 2022-08-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

6. Scalable Similarity Search over Big Data Series

Parola chiave:: Data Series, Scalable Indexing, Approximate Similarity Search, Big data series, and Query optimization
Creatore:: Zhang, Liang
Advisor:: Rundensteiner, Elke A. and Eltabakh, Mohamed Y.
Editore:: Worcester Polytechnic Institute
data di creazione:: 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

Parola chiave:: Data Augmentation, Sensor Data, Human Context Recognition (HCR), Generative Adversarial Networks (GAN), and Time series data
Creatore:: Sankaranarayanan, Ronak
Advisor:: Agu, Emmanuel O.
Editore:: Worcester Polytechnic Institute
data di creazione:: 2022-05-02
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

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

Creatore:: Jakhmola, Rahul
Advisor:: Heffernan, Neil
Editore:: Worcester Polytechnic Institute
data di creazione:: 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

Parola chiave:: Spacing Effect, Testing effect, and ASSISTments
Creatore:: Gonsalves, Manuel S.
Advisor:: Heffernan, Neil
Editore:: Worcester Polytechnic Institute
data di creazione:: 2021-04-22
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

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

Parola chiave:: human behavior analysis, spatial-temporal data, imitation learning, smart cities, explainable artificial intelligence, and data mining
Creatore:: Pan, Menghai
Advisor:: Li, Yanhua
Editore:: Worcester Polytechnic Institute
data di creazione:: 2021-04-22
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science