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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
Residential Network Security: Using Software-defined Networking to Inspect and Label Traffic

Keyword:

Cybersecurity and Residential Network Security

Creator:

Liu, Yu

Advisor:

Shue, Craig A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-12-15

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Understanding Internal Feature Development in Deep Convolutional Neural Networks for Time Series

Keyword:

Feature extraction, Human Sleep, Interpretable Deep learning, Feature Visualization, and Learning representations

Creator:

Paisarnsrisomsuk, Sarun

Advisor:

Ruiz, Carolina and Alvarez, Sergio A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-08-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer 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
HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion

Keyword:

HDR image, medical image analysis, image enhancement, deep learning, and wound assessment

Creator:

Hou, Songlin

Advisor:

Agu, Emmanuel O. and Lindsay, Clifford

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-04-19

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Making Sense of Human-generated Spatial-temporal Data from Urban Environment

Keyword:

human behavior analysis, spatial-temporal data, imitation learning, smart cities, explainable artificial intelligence, and data mining

Creator:

Pan, Menghai

Advisor:

Li, Yanhua

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-04-22

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Rethink Lighting Estimation for 3D Vision-enabled Mobile Augmented Reality

Keyword:

Augmented Reality, Lighting Estimation, and Mobile System

Creator:

Zhao, Yiqin

Advisor:

Guo, Tian

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Detecting Evasive Multiprocess Ransomware

Keyword:

ransomware

Creator:

LaPointe, Ryan R.

Advisor:

DeCarli, Lorenzo

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-04-29

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Speech-based Traumatic Brain Injury (TBI) Assessment using Deep Learning Methods with Limited Labeled Data

Creator:

Ditthapron, Apiwat

Advisor:

Lammert, Adam and Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-04-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Text Representations of Math Tutorial Videos for Clustering, Retrieval, and Learning Gain Prediction

Keyword:

Crowdsourcing, Open educational resources (OER), and Information Retrieval

Creator:

Liamthong, Pichayut

Advisor:

Whitehill, Jacob Richard

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-01

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science

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Masters Theses22
PhD Dissertations5

Year

2021[remove]27

Creator

Alphonsus, Aaron G.1
Asani, Florina1
Benachamardi, Priyanka1
Dai, Zekun1
Ditthapron, Apiwat1
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Agu, Emmanuel O.6
Alvarez, Sergio A.1
Claypool, Mark L.1
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Agu, Emmanuel O.6
Alvarez, Sergio A.1
Beck, Joseph E.3
Claypool, Mark L.3
DeCarli, Lorenzo2
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Unit (Department)

Computer Science[remove]27

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Worcester Polytechnic Institute27

Resource type

Thesis22
Dissertation5

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