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Filtering by: Advisor Eltabakh, Mohamed Y. Collections PhD Dissertations Publisher Worcester Polytechnic Institute

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
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