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Agu, Emmanuel O.
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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
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
Investigating underrepresentation in AI datasets for cardiovascular health asssessment
Creator:
Dunn, Craig
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-13
Resource Type:
Interactive Qualifying Project
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
Investigating underrepresentation in AI datasets for cardiovascular health assessment
Creator:
Correia Da Silva, Danilo Augusto
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-02
Resource Type:
Interactive Qualifying Project
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
Investigating underrepresentation in AI datasets for cardiovascular health asssessment
Keyword:
big data
,
representation
,
healthcare
,
machine learning
,
cardiovascular disease
, and
artificial intelligence
Creator:
Rathke, Liam
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-11-04
Resource Type:
Interactive Qualifying Project
Visual Analytics for Smartphone Health Phenotyping
Keyword:
Interactive Visual Analysis
,
mHealth
,
Smartphone Phenotyping
, and
Visual Analytics
Creator:
Mansoor, Hamid
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
ClinicalICDBERT: Predicting Re-Admission Risk from Clinical Notes, Vital Signs and ICD Codes using BERT Models
Keyword:
hospital readmissions
,
ICD codes
,
clinical notes
,
vital signs
,
ClinicalBERT
, and
BERT
Creator:
Adamjee, Merzia Naeem
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Synthetic Generation of Data for HCR using Image-to-Image Translation GANs
Keyword:
Data Augmentation
,
Sensor Data
,
Human Context Recognition (HCR)
,
Generative Adversarial Networks (GAN)
, and
Time series data
Creator:
Sankaranarayanan, Ronak
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
CS MQP: Passive Mobile Mental Health Screening using Machine Learning
Creator:
Eteng, Praise
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-30
Resource Type:
Major Qualifying Project
Machine Learning Estimation of COVID-19 Social Distance Using Smartphone Sensor Data
Keyword:
PACT
,
COVID
,
proximity detection
,
nDCF
,
machine learning
, and
RSSI
Creator:
Semenov, Oleksandr
Advisor:
Agu, Emmanuel O.
and
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-09-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
The effects of packet loss and latency on player performance in Unreal Tournament 2003
Creator:
Coughlan, Rory
,
Beigbeder, Thomas Peter
,
Lusher, Corey Charles
, and
Plunkett, John Joseph
Advisor:
Agu, Emmanuel O.
and
Claypool, Mark L.
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-01-01
Resource Type:
Major Qualifying Project
The effect of latency on performance in Warcraft III
Creator:
Borg, Seth W.
,
Sheldon, Nathan Alexander
, and
Girard, Eric George
Advisor:
Claypool, Mark L.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2003-01-01
Resource Type:
Major Qualifying Project
Streaming MPEG animations on mobile devices
Creator:
Chen, Zhuo Yao
and
Duylan, Aram Armen
Advisor:
Agu, Emmanuel O.
and
Claypool, Mark L.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-01-01
Resource Type:
Major Qualifying Project
Rendering Structural Color
Creator:
Guillory, Jonathan I.
and
Sandofsky, Benjamin Keith.
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-01-01
Resource Type:
Major Qualifying Project
Pixel shaders for mobile devices
Creator:
Hu, Xiaohe
and
Phillips, Theodore Nicholas.
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-01-01
Resource Type:
Major Qualifying Project
Multi-layer evaluation of energy-based denial-of-service attacks in mobile ad hoc wireless networks
Creator:
West, William Arthur Bill
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2006-01-01
Resource Type:
Major Qualifying Project
Locus: Wireless LAN Location Sensing
Creator:
Singh, Arvinder
and
Taheri, Ali
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-01-01
Resource Type:
Major Qualifying Project
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Abe, Daisuke
1
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1
Adamjee, Merzia Naeem
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Aiello, Christina Jane
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Abraham, Jon P.
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Agu, Emmanuel O.
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102
Barton, Scott D
1
Claypool, Mark L.
8
Duckworth, R. James
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Agu, Emmanuel O.
35
Eltabakh, Mohamed Y.
1
Gennert, Michael A.
6
Ginsburg, Daniel
1
Hammoud, Riad
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Project Center
Microsoft-Boston, Massachusetts Project Center - MQP
1
Silicon Valley, California Project Center - MQP
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Actuarial Mathematics
2
Computer Science
47
Electrical & Computer Engineering
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Bioinformatics & Computational Biology
1
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21
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Worcester Polytechnic Institute
102
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UN SDG
3 - Good Health and Well-being
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3
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57
Thesis
27
Interactive Qualifying Project
11
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7
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https://creativecommons.org/licenses/by/4.0/
2
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Provost's MQP Award
1