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Filtering by: Contributor Eltabakh, Mohamed Y. Remove constraint Contributor: Eltabakh, Mohamed Y.

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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
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
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
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
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
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
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
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
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
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

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PhD Dissertations14
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Creator

Alghamdi, Noura1
Cao, Lei1
Gonsalves, Manuel S.1
Ibrahim, Karim1
Jakhmola, Rahul1
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Advisor

Agu, Emmanuel O.1
Eltabakh, Mohamed Y.8
Heffernan, Neil2
Kong, Xiangnan1
Lee, Kyumin3
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Contributor

Agu, Emmanuel O.2
Chandramouli, Badrish1
Chen, Cindy1
Dougherty, Daniel J.2
Eltabakh, Mohamed Y.[remove]23
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Unit (Department)

Computer Science15
Data Science8

Publisher

Worcester Polytechnic Institute23

Resource type

Dissertation14
Thesis9

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