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Filtering by: Advisor Rundensteiner, Elke A. Remove constraint Advisor: Rundensteiner, Elke A. Keyword machine learning Remove constraint Keyword: machine learning

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CS/DS MQP: Advanced Applications for Deep Generative Models

Keyword:

machine learning, human activity recognition, tabular diffusion, gramian angular fields, generative models, and diffusion models

Creator:

Trac, Cindy, McCarthy, Dillon, Buasai, Sirut, and Dykstra, Jason

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-25

Resource Type:

Major Qualifying Project
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

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PhD Dissertations2
Major Qualifying Projects1

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Creator

Buasai, Sirut1
Dykstra, Jason1
McCarthy, Dillon1
Toto, Ermal1
Trac, Cindy1
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Advisor

Rundensteiner, Elke A.[remove]3

Contributor

Harrison, Lane T.1
Liu, Xiaozhong1
Madden, Samuel1
Mangoubi, Oren Rami1
Ruiz, Carolina1
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Major

Computer Science1

Unit (Department)

Computer Science1
Data Science1

Publisher

Worcester Polytechnic Institute3

Subject

Computing1
Health1
Industry1
Innovation1
Project-Based Learning1
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UN SDG

3 - Good Health and Well-being1
9 - Industry, Innovation and Infrastructure1

Resource type

Dissertation2
Major Qualifying Project1

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