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Filtering by: Keyword Machine Learning Remove constraint Keyword: Machine Learning Collections PhD Dissertations Remove constraint Collections: PhD Dissertations

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Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models

Keyword:

Data Science, Machine Learning, Pretrained Models, Generative Modeling, Deep Learning, and Bias

Creator:

Gerych, Walter

Advisor:

Rundensteiner, Elke A. and Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-10-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Dual-Antiphase Patch Antennas for Microwave Imaging and Osteoporosis Screening Results Based on Neural Networks: Theoretical and Experimental Results

Keyword:

Microwave Imaging, Machine Learning, Antennas, and Osteoporosis

Creator:

Adams, Johnathan

Advisor:

Makarov, Sergey N.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-12-12

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Eye Tracking and Wellness: The Quest for Unobtrusive Biomarkers for Designing Smart Neuro Information Systems

Keyword:

User-Centered Design, Chronic Pain, Eye-Tracking, NeuroIS, Information Systems, and Machine Learning

Creator:

Norouzi Nia, Javad

Advisor:

Djamasbi, Soussan

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-09

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Business Administration
New Frontiers for Perovskite Solar Cells: From Adhesion to Interfacial Fracture and Processing Effects on Device Performances

Keyword:

Perovskite Solar Cells, Adhesion, Machine Learning, Interfacial Fracture, and Spray Deposition

Creator:

Ichwani, Reisya

Advisor:

Soboyejo, Winston

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-05-02

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Materials Science & Engineering
Securing Physical Layer Passband Signals Via Machine Learning

Keyword:

Modulation Classification, Physical Layer, Adversarial Perturbations, Machine Learning, and Localization

Creator:

McClintick, Kyle

Advisor:

Wyglinski, Alexander

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-01-25

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Developing Machine Learning Models to Predict Influence of Heat Treatments on the Tensile Properties of Ti6Al4V Parts Prepared by Selective Laser Melting

Keyword:

Ti6Al4V , Mechanical Properties, Artificial Neural Network, Heat Treatment, Machine Learning, and Selective Laser Melting

Creator:

Yang, Zhaotong

Advisor:

Liang, Jianyu

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-08-12

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mechanical Engineering
NITELITE: Studying Student Language and Teacher Feedback Through Explanation and Asynchronous Collaboration

Keyword:

Open Responses, Machine Learning, Word Embeddings, Deep Learning, Mathematics, and Natural Language Processing

Creator:

Erickson, John A.

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-04

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Adverse Drug Event Information Extraction from Medical Narratives using Ensemble Learning & Deep Learning

Keyword:

Deep Learning, Natural Language Processsing, Machine Learning, Information Extraction, Text Mining, and Adverse Drug Event

Creator:

Wunnava, Susmitha

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-12-07

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Towards Automated Analysis of Microarchitectural Attacks using Machine Learning

Keyword:

Microarchitectural Security, Machine Learning, Deep Learning, Side-Channel Attacks, Cloud Security, and Cache Attacks

Creator:

Gulmezoglu, Berk

Advisor:

Eisenbarth, Thomas and Sunar, Berk

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-07-15

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Deep Transfer Learning Applied to Time-series Classification for Predicting Heart Failure Worsening Using Electrocardiography

Keyword:

Heart failure, Heart failure worsening prediction, Transfer learning, Machine Learning, Time series analysis, and Manifold learning

Creator:

Pan, Xiang

Advisor:

Lee, Kwonmoo

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-04-20

Resource Type:

Dissertation

Degree:

MS

Unit (Department):

Biomedical Engineering

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PhD Dissertations[remove]18

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Creator

Adams, Johnathan1
Chen, Zhilu1
Erickson, John A.1
Ferreira, Paulo Victor Rodrigues1
Gerych, Walter1
more Creators »

Advisor

Agu, Emmanuel O.1
Chernova, Sonia1
Djamasbi, Soussan2
Eisenbarth, Thomas1
Heffernan, Neil3
more Advisors »

Contributor

Agu, Emmanuel O.1
Baker, Ryan S.1
Bilen, Sven1
Brown D. Richard, III1
Brown, James1
more Contributors »

Unit (Department)

Biomedical Engineering1
Business Administration1
Computer Science3
Data Science3
Electrical & Computer Engineering6
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Publisher

Worcester Polytechnic Institute18

Resource type

Dissertation18

License

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

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