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Agu, Emmanuel O.
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PhD Dissertations
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Mobile Paralinguistic Health Assessment from Speech: Energy-Efficient and Privacy-Preserving Neural Network Models
关键词:
Energy efficient
,
Traumatic brain injury
,
Deep neural Networks
,
Depression
,
Speech assessment
, and
Speaker privacy
创造者:
Ditthapron, Apiwat
Advisor:
Lammert, Adam C.
and
Agu, Emmanuel O.
出版者:
Worcester Polytechnic Institute
创建日期:
2024-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
关键词:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
创造者:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
出版者:
Worcester Polytechnic Institute
创建日期:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Continuous Coverage Motion Planning on 3D Freeform Surfaces
关键词:
Human-Robot Interaction
,
Coverage Path Planning
,
UV Mapping
, and
Constrained Motion Planning
创造者:
McGovern, Sean
Advisor:
Xiao, Jing
出版者:
Worcester Polytechnic Institute
创建日期:
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
关键词:
Human context recognition
,
Ubiquitous computing
,
Domain adaptation
, and
Adversarial machine learning
创造者:
Alajaji, Abdulaziz
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2023-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Neural Networks Models for Multi-Attribute Assessment of Fine Grained Wound Images
创造者:
Liu, Ziyang
Advisor:
Agu, Emmanuel O.
出版者:
Worcester Polytechnic Institute
创建日期:
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
关键词:
Smartphone sensing
,
Gait assessment
,
Parkinson’s disease
,
Machine learning
,
Deep learning
, and
Medication Adherence
创造者:
Abujrida, Hamza
Advisor:
Agu, Emmanuel O.
出版者:
Worcester Polytechnic Institute
创建日期:
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
关键词:
Mobile Deep Inference
,
Deep Learning
, and
Cloud Computing
创造者:
Ogden, Samuel
Advisor:
Guo, Tian
出版者:
Worcester Polytechnic Institute
创建日期:
2022-09-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Applications of Deep Learning in Brain Injury Biomechanics and Spine Image Registration
关键词:
Spine Image Registration
,
Image-guided Surgery
,
Concussion
,
Deep Learning
, and
Brain Injury
创造者:
Wu, Shaoju
Advisor:
Ji, Songbai
出版者:
Worcester Polytechnic Institute
创建日期:
2022-08-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
Visual Analytics for Smartphone Health Phenotyping
关键词:
Interactive Visual Analysis
,
mHealth
,
Smartphone Phenotyping
, and
Visual Analytics
创造者:
Mansoor, Hamid
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2022-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Automatic Emotion Detection in Text Messages using Supervised Learning
创造者:
Hasan, Maryam
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2020-11-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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创造者
Abujrida, Hamza
1
Alajaji, Abdulaziz
1
Bao, Guanqun
1
Ditthapron, Apiwat
1
Feng, Mi
1
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创造者s
»
Advisor
Agu, Emmanuel O.
8
Claypool, Mark L.
1
Gennert, Michael A.
1
Guo, Tian
1
Harrison, Lane T.
1
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Contributor
Agu, Emmanuel O.
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24
Albrecht, Dirk
1
Belady, Petra
1
Bowman, Doug A.
1
Brown, David C.
1
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Contributors
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Unit (Department)
Biomedical Engineering
2
Computer Science
15
Data Science
2
Electrical & Computer Engineering
4
Robotics Engineering
1
出版者
Worcester Polytechnic Institute
24
资源类型
Dissertation
24
License
https://creativecommons.org/licenses/by/4.0/
3