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Filtering by: Advisor Eltabakh, Mohamed Y.

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

5. Database to Access Services in Massachusetts for ASD Adults Without an Intellectual Disability

Creator:: Lucas, Stephen
Advisor:: Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-10-15
Resource Type:: Major Qualifying Project

6. SQLogy: Integrated Query Engine for Relational and Ontology Databases

Keyword:: Flask, Apache Jena Fuseki, OWL, ontology, SQL, and relational databases
Creator:: Li, Xiaoshuai
Advisor:: Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-06
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

7. Database-Integrated Analytics

Keyword:: data sience, computer science, database, and machine learning
Creator:: Xie, Shaolin
Advisor:: Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-05
Resource Type:: Major Qualifying Project

8. In-DB Embedded Analytics

Keyword:: Analytics, MADlib, PostgreSQL, and Database
Creator:: Kavtaradze, Elene and Lei, Kepei
Advisor:: Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-03-26
Resource Type:: Major Qualifying Project

9. In-Database Analytics

Creator:: Amevor, Justin, Patterson, Tyrone Victor, Lyu, Junyu, and Schmidt, Bailey Ryan
Advisor:: Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-03-30
Resource Type:: Major Qualifying Project

10. Scalable Time Series Indexing: Analyzing Time Series Compound Queries

Creator:: Lessard, Philippe, Weiler, Trevor Douglas, DeRusha, Andrew Charles, and Kim, Skyler N.
Advisor:: Eltabakh, Mohamed Y. and Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-04-06
Resource Type:: Major Qualifying Project