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Filtering by: Unit (Department) Computer Science Remove constraint Unit (Department): Computer Science Keyword deep learning Remove constraint Keyword: deep learning Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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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
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
SIFT: A Deep Network for Irregularly-Sampled Multivariate Time Series

Keyword:

deep learning and time series

Creator:

Perucic, Aleksa

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-12-11

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Deep Learning Approach to Trespass Detection using Video Surveillance Data

Keyword:

survillance data, deep learning, computer vision, deep convolutional neural networks, trespassing detection, and background subtraction

Creator:

Bashir, Muzammil

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Boosting Gene Expression Clustering with System-Wide Biological Information and Deep Learning

Keyword:

community detection, biological network, robust autoencoder, deep learning, and gene expression clustering

Creator:

Cui, Hongzhu

Advisor:

Korkin, Dmitry

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Deep Learning on Graph-structured Data

Keyword:

graph attention, functional brain network analysis, network representation learning, deep learning, and graphs

Creator:

Lee, John Boaz T

Advisor:

Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-11-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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Creator

Bashir, Muzammil1
Cui, Hongzhu1
Hou, Songlin1
Lee, John Boaz T1
Perkins, Grant1
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Advisor

Agu, Emmanuel O.2
Kong, Xiangnan1
Korkin, Dmitry1
Lindsay, Clifford1
Rundensteiner, Elke A.3

Contributor

Agu, Emmanuel O.2
Gennert, Michael A.1
Harrison, Lane T.1
Kong, Xiangnan2
Korkin, Dmitry1
more Contributors »

Unit (Department)

Computer Science[remove]7

Publisher

Worcester Polytechnic Institute[remove]7

Resource type

Thesis5
Dissertation2

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