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Agu, Emmanuel O.
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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
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit:
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:
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:
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:
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:
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:
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:
Electrical & Computer Engineering
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