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Filtering by: Unit (Department) Data Science Remove constraint Unit (Department): Data Science Keyword Machine Learning Remove constraint Keyword: Machine Learning

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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
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems

Keyword:

Iterative, Neural Network, Recurrent Neural Network, Machine Learning, Sparse, and Sparsity

Creator:

Hershey, Quincy

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-20

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction

Keyword:

Cold Spray, Multiple-Instance Learning, Additive Manufacturing, Machine Learning, Data Augmentation, and Multiple-Instance Regression

Creator:

Schuliger, Ashley

Advisor:

Cote, Danielle and Neamtu, Rodica

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-28

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
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
Adaptively-Halting RNN for Tunable Early Classification of Time Series

Keyword:

Classification, Time series, Machine Learning, and Neural Networks

Creator:

Hartvigsen, Thomas

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-11-15

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
An Approach for Deliberate Non-Compliance Detection during Opioid Abuse Surveillance by a Wearable Biosensor

Keyword:

Deliberate non-compliance detection, Machine Learning, opioid surveillance, triaxial accelerometer, and blood volume pulse (BVP)

Creator:

Singh, Rohitpal

Advisor:

Venkatasubramanian, Krishna Kumar

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-08-10

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science

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Masters Theses4
PhD Dissertations3

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Current results range from 2018 to 2023

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Creator

Erickson, John A.1
Gerych, Walter1
Hartvigsen, Thomas1
Hershey, Quincy1
Schuliger, Ashley1
more Creators »

Advisor

Agu, Emmanuel O.1
Cote, Danielle1
Heffernan, Neil1
Neamtu, Rodica1
Paffenroth, Randy Clinton1
more Advisors »

Contributor

Agu, Emmanuel O.1
Cote, Danielle1
Hall, Marni1
Heffernan, Neil1
Kalai, Adam2
more Contributors »

Unit (Department)

Data Science[remove]7

Publisher

Worcester Polytechnic Institute7

Resource type

Thesis4
Dissertation3

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