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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
Java BRDF viewer
Creator:
Chong, Randy Christopher
Advisor:
Agu, Emmanuel O.
and
Ward, Matthew O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2002-01-01
Resource Type:
Major Qualifying Project
Extreme graphical simplification
Creator:
Reynolds, John Patrick
,
Gage, Matthew Robert
, and
Fydenkevez, Paul John
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-01-01
Resource Type:
Major Qualifying Project
Autonomous Undersea Systems Network (AUSNet) stale data expiration and store-forward routing
Creator:
Haag, Matthew Martin
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2006-01-01
Resource Type:
Major Qualifying Project
A Location aware security application
Creator:
Klaft, Aubrey
,
Bangs, Andrew
, and
Haerinck, Shaun Michael
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2006-01-01
Resource Type:
Major Qualifying Project
Sleep Duration and Quality Assessment using Smartphones
Creator:
Peng, Yuxiao
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Bioinformatics & Computational Biology
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
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
Rectification of Perspective and Scale Distortion in Wound Images and Integrated Evaluation of the SmartWAnDS System
Keyword:
Scale distortion rectification
,
Wound analysis
,
Perspective distortion rectification
,
SmartWAnDS System
,
Spatial Transformation Network (STN)
, and
Integrated Evaluation
Creator:
Raghav, Fnu
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Smartphone TBI Sensing using Deep Embedded Clustering and Extreme Boosted Outlier Detection
Creator:
Srikanthan, Srinarayan
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Predicting TBI by using Smartphone-sensed mobility patterns, gait and balance
Keyword:
Mobile Health
,
Traumatic Brain Injury (TBI)
, and
Machine Learning
Creator:
Patel, Bhoomi Kalpesh
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Traumatic Brain Injury (TBI) detection and bioscore generation for ailment monitoring using smartphone sensor data
Creator:
Asani, Florina
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Deep Learning Anomaly Detection methods to passively detect COVID-19 from Audio
Keyword:
Convolutional Autoencoders
,
Variational Autoencoders
,
Smartphone audio sensing
,
COVID detection
,
Deep anomaly detection
, and
Contrastive learning
Creator:
Murthy, Shreesha Narasimha
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Smartphone Infection Tracking
Keyword:
COVID-19
,
Mobile App
,
Android
,
Bluetooth
,
Machine Learning
, and
Smartphone
Creator:
Pierre, Jean-Philippe A.
,
Konstantopoulos, Theodoros
,
Enright, Caitlin
, and
Pinel Aviles, Orlando A.
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Major Qualifying Project
Variational Open Set Recognition
Keyword:
Extreme Value Theory
,
Varriational Autoencoder
, and
Open Set Classification
Creator:
Buquicchio, Luke J.
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Let there be light... Characterizing the Effects of Adverse Lighting on Semantic Segmentation of Wound Images and Mitigation using a Deep Retinex Model
Keyword:
Dataset
,
Deep Learning
,
Lighting
,
Retinex Theory
,
Wounds
, and
Semantic Segmentation
Creator:
Iyer, Akshay B.
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
DAMNNet: Detruncation of Attenuation Maps using Neural Networks
Creator:
Beckwith, Daniel J.
,
Nivarthi, Aditya
, and
Thejaswi, Akshay
Advisor:
Agu, Emmanuel O.
and
Lindsay, Clifford
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-23
Resource Type:
Major Qualifying Project
Intoxication Detection from Audio Using Deep Learning
Creator:
Rezvani, Saina
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-07
Resource Type:
Major Qualifying Project
Smartphone Gait Authentication: Recognizing Smartphone Users based on their Gait
Creator:
Min Htet, Thar
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-16
Resource Type:
Major Qualifying Project
Versatile Anomaly Detection with Outlier Preserving Distribution Mapping Autoencoders
Creator:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
A Behavioral Model System for Implicit Mobile Authentication
Creator:
Donti, Arun Nagaraja
,
Ho, Walter T
,
Dooner, Arthur Joseph
, and
Lafortune, Stephen Robert
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Major Qualifying Project
Advanced 3D Rendering : Adaptive Caustic Maps with GPGPU
Creator:
Piao, Yong
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-05-05
Resource Type:
Major Qualifying Project
Alcohol Consumption Behavioral Contextualizer
Creator:
Voltaire, Jules Andal
,
Nguyen, Matthew Nam
, and
Lamsal, Rupak
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-24
Resource Type:
Major Qualifying Project
AlcoWatch Intoxication Detection
Creator:
McAfee, Andrew Bryce
,
Watson, Jacob Ross
, and
Bianchi, Benjamin Gindi
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-19
Resource Type:
Major Qualifying Project
Campustream: Mobile Social Networking
Creator:
Crabtree, Bryan Richard
and
LeFevre, Ryan Kenneth
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-04-28
Resource Type:
Major Qualifying Project
Air Cargo Drop Visualization
Creator:
Caulkins, Matthew Thomas
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2008-04-24
Resource Type:
Major Qualifying Project
CyPRESS Exergame Enjoyment
Creator:
Orlando, Ryan Neil
,
Wong, Nicholas Sze-Yu
,
Audibert, Joshua D
, and
Gonzalez, Elijah Lee
Advisor:
Agu, Emmanuel O.
and
Claypool, Mark L.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-23
Resource Type:
Major Qualifying Project
Data Collection System, CNN Model & Simulation
Creator:
Menchaca Gallegos, Javier
Advisor:
Huang, Xinming
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-23
Resource Type:
Major Qualifying Project
Data Collection System, CNN Model and Simulation for Self-driving Car
Creator:
Li, Mengwen
Advisor:
Huang, Xinming
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-23
Resource Type:
Major Qualifying Project
Designing and Developing a Travel-Based Android Application
Creator:
Hufnagle, Kevin Brian
Advisor:
Agu, Emmanuel O.
and
deWinter, Jennifer
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-05-06
Resource Type:
Major Qualifying Project
Drunk Selfie Detection
Creator:
Roberts, Paul D
,
Banatoski, Ian M
, and
Willoughby, Colin John
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-25
Resource Type:
Major Qualifying Project
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Agu, Emmanuel O.
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