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Machine Learning Models for Passive Pre-symptomatic Detection of Covid-19 from Smart Wearable Data

Keyword:

Infectious Diseases, Smart Wearables, Passive Assessment, and Machine Learning

Creator:

Sarwar, Atifa

Advisor:

Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-08-02

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Machine Learning for Optimizing Cognitive Radar Waveforms

Keyword:

5G, Reinforcement Learning, Cognitive Radar, Spectrum Sharing, Software Defined Radio, and Machine Learning

Creator:

Malcarne, Joshua

Advisor:

Wyglinski, Alexander

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-06-03

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
A Deep Semantic Segmentation Framework for Digitizing Paper Electrocardiograms with Data Augmentation using a Diffusion Model

Creator:

Ji, Jiaqi

Advisor:

Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-11-14

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Mobile Paralinguistic Health Assessment from Speech: Energy-Efficient and Privacy-Preserving Neural Network Models

Keyword:

Energy efficient, Traumatic brain injury, Deep neural Networks, Depression, Speech assessment, and Speaker privacy

Creator:

Ditthapron, Apiwat

Advisor:

Lammert, Adam C. and Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-18

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Pressure Injury Stage Image Classification using Cross-Shaped Window Attention Vision Transformers

Keyword:

vision transformer, fine-grained visual classification, pressure injuries, image classification, and deep learning

Creator:

Perkins, Grant

Advisor:

Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-10-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
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
Continuous Coverage Motion Planning on 3D Freeform Surfaces

Keyword:

Human-Robot Interaction, Coverage Path Planning, UV Mapping, and Constrained Motion Planning

Creator:

McGovern, Sean

Advisor:

Xiao, Jing

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-08-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Robotics Engineering
Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts

Keyword:

Human context recognition, Ubiquitous computing, Domain adaptation, and Adversarial machine learning

Creator:

Alajaji, Abdulaziz

Advisor:

Agu, Emmanuel O. and Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-26

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Neural Networks Models for Multi-Attribute Assessment of Fine Grained Wound Images

Creator:

Liu, Ziyang

Advisor:

Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-05-04

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Machine Learning Models for Parkinson's Disease Gait Assessment and Medication Adherence from Smartphone Sensor Data

Keyword:

Smartphone sensing, Gait assessment, Parkinson’s disease, Machine learning, Deep learning, and Medication Adherence

Creator:

Abujrida, Hamza

Advisor:

Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-12-17

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering

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Masters Theses41
PhD Dissertations25
Major Qualifying Projects1

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Creator

Abujrida, Hamza1
Adamjee, Merzia Naeem1
Aiello, Christina Jane1
Alajaji, Abdulaziz1
Asani, Florina1
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Advisor

Agu, Emmanuel O.38
Claypool, Mark L.1
Gennert, Michael A.3
Guo, Tian1
Harrison, Lane T.1
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Contributor

Agu, Emmanuel O.[remove]67
Albrecht, Dirk1
Bao, Guanqun1
Belady, Petra1
Bowman, Doug A.1
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Major

Computer Science1

Unit (Department)

Bioinformatics & Computational Biology1
Biomedical Engineering2
Computer Science36
Data Science6
Electrical & Computer Engineering15
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Worcester Polytechnic Institute67

UN SDG

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

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Thesis41
Dissertation25
Major Qualifying Project1

License

https://creativecommons.org/licenses/by/4.0/5
https://creativecommons.org/licenses/by-nc/4.0/1

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