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Agu, Emmanuel O.
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Machine Learning Models for Passive Pre-symptomatic Detection of Covid-19 from Smart Wearable Data
Keyword:
Infectious Diseases
,
Smart Wearables
,
Passive Assessment
, and
Machine Learning
Creator:
Sarwar, Atifa
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Machine Learning for Optimizing Cognitive Radar Waveforms
Keyword:
5G
,
Reinforcement Learning
,
Cognitive Radar
,
Spectrum Sharing
,
Software Defined Radio
, and
Machine Learning
Creator:
Malcarne, Joshua
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-06-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
A Deep Semantic Segmentation Framework for Digitizing Paper Electrocardiograms with Data Augmentation using a Diffusion Model
Creator:
Ji, Jiaqi
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-11-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Mobile Paralinguistic Health Assessment from Speech: Energy-Efficient and Privacy-Preserving Neural Network Models
Keyword:
Energy efficient
,
Traumatic brain injury
,
Deep neural Networks
,
Depression
,
Speech assessment
, and
Speaker privacy
Creator:
Ditthapron, Apiwat
Advisor:
Lammert, Adam C.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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
Continuous Coverage Motion Planning on 3D Freeform Surfaces
Keyword:
Human-Robot Interaction
,
Coverage Path Planning
,
UV Mapping
, and
Constrained Motion Planning
Creator:
McGovern, Sean
Advisor:
Xiao, Jing
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Robotics Engineering
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
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
MiseEnPlace : Fine- and Coarse-grained Approaches for Mobile-Oriented Deep Learning Inference
Keyword:
Mobile Deep Inference
,
Deep Learning
, and
Cloud Computing
Creator:
Ogden, Samuel
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-09-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Applications of Deep Learning in Brain Injury Biomechanics and Spine Image Registration
Keyword:
Spine Image Registration
,
Image-guided Surgery
,
Concussion
,
Deep Learning
, and
Brain Injury
Creator:
Wu, Shaoju
Advisor:
Ji, Songbai
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
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
Searching for Contextual Subtasks for Semantic Segmentation
Keyword:
Computer Vision
,
Deep Learning
, and
Semantic Segmentation
Creator:
McLaughlin, Connor
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Thesis
Degree:
MS
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
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
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
Automatic Emotion Detection in Text Messages using Supervised Learning
Creator:
Hasan, Maryam
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-27
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
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
Bluetooth Packet Capture and Analysis Using Wireless Product Testbed
Creator:
Nguyen, Son
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
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
A Deep 3D Object Pose Estimation Framework for Robots with RGB-D Sensors
Keyword:
pose estimation
,
semantic segmentation
, and
Atlas robots
Creator:
Wagh, Ameya Yatindra
Advisor:
Gennert, Michael A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Quantifying, Modeling and Managing How People Interact with Visualizations on the Web
Keyword:
human-computer interaction
and
data visualization
Creator:
Feng, Mi
Advisor:
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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
Utilizing Smartphone Resources with Homesite Insurance
Creator:
Wheeler, Gregory Scott
and
Estrella, Billy Sean
Advisor:
Agu, Emmanuel O.
and
Ward, Matthew O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-04-24
Resource Type:
Major Qualifying Project
Pattern Mining and Sense-Making Support for Enhancing the User Experience
Keyword:
Visualization
,
Sense-making
,
Data Mining
,
Query Optimization
,
Pattern Mining
, and
Sequence Prediction
Creator:
Mukherji, Abhishek
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Recurring Query Processing on Big Data
Keyword:
big data
,
recurring query
, and
mapreduce
Creator:
Lei, Chuan
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-08-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Alcogait Gamification
Keyword:
gamification
and
m-health
Creator:
Nimkar, Chaitany
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Interactive Media and Game Development
CUDA-Accelerated ORB-SLAM for UAVs
Keyword:
SLAM
,
ORB-SLAM
,
NVidia
,
CUDA
, and
visual SLAM
Creator:
Bourque, Donald
Advisor:
Gennert, Michael A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-06-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
System Designs for Diabetic Foot Ulcer Image Assessment
Keyword:
K-Mean
,
Foot Ulcer
,
Image Capture Box
,
CRF
,
Mean Shift
, and
SVM
Creator:
Wang, Lei
Advisor:
Pedersen, Peder C.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-03-07
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Barometer-Assisted 3D Indoor WiFi Localization for Smart Devices-Map Selection and Performance Evaluation
Keyword:
Cramer-Rao Lower Bound (CRLB)
,
Performance Evaluation
,
Barometer-Assisted
,
Map Selection
, and
3D Indoor Localization
Creator:
Ying, Julang
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Radio Propagation for Localization and Motion Tracking In Three Body Area Network Applications
Keyword:
Motion Classification
,
Body Area Network
, and
Localization
Creator:
Geng, Yishuang
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-10-13
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Targeted Prioritized Processing in Overloaded Data Stream Systems
Keyword:
resource allocation strategies
and
data stream systems
Creator:
Works, Karen E.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-12-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Sensor Behavior Modeling and Algorithm Design for Intelligent Presence Detection in Nursery Rooms using iBeacon
Keyword:
in-room presence detection
,
iBeacon
,
Indoor Localization
, and
CRLB
Creator:
Li, Zhouchi
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Application Performance Evaluation for IBeacon In-Room Localization Technology Using CRLB
Keyword:
Localization
,
In-room
,
Performance Evaluation
,
iBeacon
, and
CRLB
Creator:
Yang, Yang
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
UWB Motion and Micro-Gesture Detection -Applications to interactive electronic gaming and remote sensing
Keyword:
time of arrival (TOA)
,
ultra wideband (UWB)
,
obstructed line of sight (OLOS)
,
Indoor Localization
,
medical application
,
received signal strength (RSS)
,
line of sight (LOS)
,
motion gaming
, and
gesture detection
Creator:
Zang, Yuzhang
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Socialoscope: Sensing User Loneliness and Its Interactions with Personality Traits
Keyword:
loneliness
,
Sensors
,
social isolation
,
personality
,
mobile sensing
, and
healthcare
Creator:
Pulekar, Gauri Anil
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Contributions to Collective Dynamical Clustering-Modeling of Discrete Time Series
Keyword:
semi-Markov chain
,
distributed data processing system
,
discrete time series
, and
deviated dynamic time warping
Creator:
Wang, Chiying
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Investigating Gyroscope Sway Features, Normalization, and Personalization in Detecting Intoxication in Smartphone Users
Keyword:
Sensor
,
alcohol
,
accelerometer
,
Sensors
,
smartphone
,
android
,
gait
, and
gyroscope
Creator:
Aiello, Christina Jane
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
A Comprehensive Comparative Performance Evaluation of Signal Processing Features in Detecting Alcohol Consumption from Gait Data
Keyword:
gait
,
Signal Processing
,
alcohol consumption
,
Machine Learning
, and
smartphone
Creator:
Qi, Muxi
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
An Affordable Portable Obstetric Ultrasound Simulator for Synchronous and Asynchronous Scan Training
Keyword:
Ultrasound
,
Simulation
,
Education
, and
Obstetric
Creator:
Liu, Li
Advisor:
Pedersen, Peder C.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-01-13
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
Many-Light Real-Time Global Illumination using Sparse Voxel Octree
Keyword:
global illumination
,
virtual point light
, and
scene voxelization
Creator:
Sun, Che
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-12-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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