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Filtragem por: Advisor Agu, Emmanuel O. Remover Advisor: Agu, Emmanuel O. Contributor Rundensteiner, Elke A. Remover Contributor: Rundensteiner, Elke A.

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Resultados da Busca

Mobile Paralinguistic Health Assessment from Speech: Energy-Efficient and Privacy-Preserving Neural Network Models

Palavra-chave:

Energy efficient, Traumatic brain injury, Deep neural Networks, Depression, Speech assessment, and Speaker privacy

O Criador:

Ditthapron, Apiwat

Advisor:

Lammert, Adam C. and Agu, Emmanuel O.

Editor:

Worcester Polytechnic Institute

Data Criada:

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

Palavra-chave:

Data Science, Machine Learning, Pretrained Models, Generative Modeling, Deep Learning, and Bias

O Criador:

Gerych, Walter

Advisor:

Rundensteiner, Elke A. and Agu, Emmanuel O.

Editor:

Worcester Polytechnic Institute

Data Criada:

2023-10-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts

Palavra-chave:

Human context recognition, Ubiquitous computing, Domain adaptation, and Adversarial machine learning

O Criador:

Alajaji, Abdulaziz

Advisor:

Agu, Emmanuel O. and Rundensteiner, Elke A.

Editor:

Worcester Polytechnic Institute

Data Criada:

2023-04-26

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Visual Analytics for Smartphone Health Phenotyping

Palavra-chave:

Interactive Visual Analysis, mHealth, Smartphone Phenotyping, and Visual Analytics

O Criador:

Mansoor, Hamid

Advisor:

Agu, Emmanuel O. and Rundensteiner, Elke A.

Editor:

Worcester Polytechnic Institute

Data Criada:

2022-08-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Speech-based Traumatic Brain Injury (TBI) Assessment using Deep Learning Methods with Limited Labeled Data

O Criador:

Ditthapron, Apiwat

Advisor:

Lammert, Adam and Agu, Emmanuel O.

Editor:

Worcester Polytechnic Institute

Data Criada:

2021-04-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Deep Learning Anomaly Detection methods to passively detect COVID-19 from Audio

Palavra-chave:

Convolutional Autoencoders, Variational Autoencoders, Smartphone audio sensing, COVID detection , Deep anomaly detection, and Contrastive learning

O Criador:

Murthy, Shreesha Narasimha

Advisor:

Agu, Emmanuel O.

Editor:

Worcester Polytechnic Institute

Data Criada:

2021-05-10

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Variational Open Set Recognition

Palavra-chave:

Extreme Value Theory, Varriational Autoencoder, and Open Set Classification

O Criador:

Buquicchio, Luke J.

Advisor:

Agu, Emmanuel O. and Rundensteiner, Elke A.

Editor:

Worcester Polytechnic Institute

Data Criada:

2020-05-08

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Versatile Anomaly Detection with Outlier Preserving Distribution Mapping Autoencoders

O Criador:

Gerych, Walter

Advisor:

Rundensteiner, Elke A. and Agu, Emmanuel O.

Editor:

Worcester Polytechnic Institute

Data Criada:

2019-12-16

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science

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PhD Dissertations4
Masters Theses4

Year

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Current results range from 2019 to 2024

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O Criador

Alajaji, Abdulaziz1
Buquicchio, Luke J.1
Ditthapron, Apiwat2
Gerych, Walter2
Mansoor, Hamid1
mais O Criadors »

Advisor

Agu, Emmanuel O.[remove]8
Lammert, Adam1
Lammert, Adam C.1
Rundensteiner, Elke A.5

Contributor

Agu, Emmanuel O.8
Harrison, Lane T.1
Incollingo Rodriguez, Angela1
Kalai, Adam1
Kordzadeh, Nima1
mais Contributors »

Unit (Department)

Computer Science3
Data Science5

Editor

Worcester Polytechnic Institute8

Tipo de recurso

Dissertation4
Thesis4

License

https://creativecommons.org/licenses/by/4.0/3

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