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Filtering by: Keyword machine learning Remove constraint Keyword: machine learning Collections PhD Dissertations Remove constraint Collections: PhD Dissertations Resource type Dissertation Remove constraint Resource type: Dissertation

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Modelling and Evaluating Financial Sustainability using Data Envelopment Analysis and Machine Learning Methods

Keyword:

benchmarking, data envelopment analysis, optimization, performance evaluation, banking, and machine learning

Creator:

Shi, Yu

Advisor:

Zhu, Joe

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Business Administration
Towards an End-to-End Training Data Management System for Machine Learning Models

Keyword:

machine learning, anomaly detection, active learning, big data manangement, human-in-the-loop, and semi-supervised learning

Creator:

Zhang, Huayi

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-01-18

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning

Keyword:

mental heath screening, deep learning, audio, machine learning, and voice

Creator:

Toto, Ermal

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-03-19

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Decoding Cognitive States from fNIRS Neuroimaging Data Using Machine Learning

Keyword:

mind-wandering, machine learning, Echo State Network, cognitive load, rule learning, and functional near-infrared spectroscopy

Creator:

Liu, Ruixue

Advisor:

Solovey, Erin

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-12-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Knowledge Creation via Data Analytics in a High Pressure Die Casting Operation

Keyword:

smart foundry, high pressure die casting, aluminum, machine learning, and casting

Creator:

Kopper, Adam E.

Advisor:

Apelian, Diran

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-08-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Materials Science & Engineering
Micro-architectural Threats to Modern Computing Systems

Keyword:

mobile security, DoS attacks, machine learning, cloud security, and side-channel attacks

Creator:

Inci, Mehmet Sinan

Advisor:

Sunar, Berk and Eisenbarth, Thomas

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-04-25

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering

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PhD Dissertations[remove]6

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Creator

Inci, Mehmet Sinan1
Kopper, Adam E.1
Liu, Ruixue1
Shi, Yu1
Toto, Ermal1
more Creators »

Advisor

Apelian, Diran1
Eisenbarth, Thomas1
Rundensteiner, Elke A.2
Solovey, Erin1
Sunar, Berk1
more Advisors »

Contributor

Anderson, Kevin1
Apelian, Diran1
Arrington, Catherine1
Charles, Vincent1
Djamasbi, Soussan1
more Contributors »

Unit (Department)

Business Administration1
Computer Science2
Data Science1
Electrical & Computer Engineering1
Materials Science & Engineering1

Publisher

Worcester Polytechnic Institute6

Resource type

Dissertation[remove]6

License

https://creativecommons.org/licenses/by-nc/4.0/1

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