Index Catalog // Digital WPI

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Filtering by: Orcid https://orcid.org/0000-0003-3139-2804 Advisor Agu, Emmanuel O. Contributor Rundensteiner, Elke A.

1. 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

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. 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