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Filtering by: Contributor Eltabakh, Mohamed Y. Remove constraint Contributor: Eltabakh, Mohamed Y. Unit (Department) Data Science Remove constraint Unit (Department): Data Science Collections PhD Dissertations Remove constraint Collections: PhD Dissertations

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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
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

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PhD Dissertations[remove]3

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Creator

Liu, Yingnan1
Moore, Alexander1
Zhang, Liang1

Advisor

Eltabakh, Mohamed Y.2
Mangoubi, Oren Rami1
Paffenroth, Randy Clinton2
Rundensteiner, Elke A.1

Contributor

Eltabakh, Mohamed Y.[remove]3
Li, Yanhua1
Mangoubi, Oren Rami1
Paffenroth, Randy Clinton2
Rundensteiner, Elke A.1
more Contributors »

Unit (Department)

Data Science[remove]3

Publisher

Worcester Polytechnic Institute3

Resource type

Dissertation3

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