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Filtering by: Orcid https://orcid.org/0000-0003-3139-2804 Remove constraint Orcid: https://orcid.org/0000-0003-3139-2804 Contributor Rundensteiner, Elke A. Remove constraint Contributor: Rundensteiner, Elke A.

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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
FACET: Counterfactual Explanation Analytics

Keyword:

Ethical AI, Counterfactual Explanation, Interpretable Machine Learning, Tree Ensembles, Random Forest, and Explainable AI

Creator:

VanNostrand, Peter

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-12-16

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
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
MANIRank: Multiple Attribute and Intersectional Fairness for Consensus Ranking

Keyword:

Bias, Consensus Ranking, and Fair decision making

Creator:

Cachel, Kathleen

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-12-20

Resource Type:

Dissertation

Degree:

MS

Unit (Department):

Data Science
Prediction and Observation Timing in Time Series Classification

Keyword:

Time Series and Deep Learning

Creator:

Hartvigsen, Thomas

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-12-14

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data 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
Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder

Keyword:

multi-task learning, sequential modeling, multivariate time series, self-attention, and digital health

Creator:

Shrestha, Avantika

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-03-22

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets

Creator:

Yin, Biao

Advisor:

Zhang, Ziming and Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-22

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Harnessing Incomplete, Noisy, and Multi-level Labels for Classification and Annotation Tasks

Keyword:

Large Language Model, Multi-Level Label, Incomplete Label, Noisy Label, In-Context Learning, and Foodborne Illness Detection

Creator:

Zhang, Dongyu

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Agree to Disagree: Robust Anomaly Detection with Noisy Labels

Keyword:

Noisy Labels, Anomaly Detection, and Deep Learning

Creator:

Hofmann, Dennis

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science

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PhD Dissertations56
Masters Theses46
Masters Reports1

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Ahsan, Ramoza1
Alajaji, Abdulaziz1
Alghamdi, Noura1
Bashir, Muzammil1
Buquicchio, Luke J.1
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Agu, Emmanuel O.8
Cote, Danielle1
Eltabakh, Mohamed Y.3
Harrison, Lane T.1
Heffernan, Neil1
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Agu, Emmanuel O.12
Ari, Ismail1
Athitsos, Vassilis1
Beck, Joseph E.1
Brown, Christopher A.1
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Computer Science71
Data Science31
Manufacturing Engineering1

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Worcester Polytechnic Institute103

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3 - Good Health and Well-being1
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Dissertation56
Thesis46
Report1

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