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Rundensteiner, Elke A.
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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
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering
Keyword:
Deep Learning
,
GAN
,
Optimization
, and
Gradient Descent-Ascent
Creator:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Predicting Students' Mental Health Using Fitbit Data
Keyword:
Mental Health
,
Depression
,
Anixety
,
Environmental Survey
, and
Fitbit
Creator:
Pins, Noah
,
Lusignan, Kyle
,
Escott, Allison
, and
Raisbeck, Olivia
Advisor:
Liu, Shichao
,
Mangoubi, Oren Rami
, and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-25
Resource Type:
Major Qualifying Project
AutoOD 2.0: Elevating User Experience and Multi-User Functionality
Keyword:
Web Development
,
User Experience
, and
Outlier Detection
Creator:
Yi, James
,
Das, Ishayu
,
Andrews, Talia
, and
Sharich, Tristan
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-19
Resource Type:
Major Qualifying Project
Designing an Interactive Interface for FACET: Personalized Explanations in XAI
Keyword:
XAI
Creator:
Dion, Katharine
,
Pietrick, Alexander
,
Reiss, Jacob
,
Huang, Randy
, and
Genin, Belisha
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-21
Resource Type:
Major Qualifying Project
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
Multi-modal Models for Depression Screening
Keyword:
Transfer learning
,
Sequential modeling for mental health screen
,
Multivariate time series
,
Deep learning
,
Multi-task learning
, and
Digital health
Creator:
Flores, Ricardo
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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Abeyta, Jesse B.
1
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1
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1
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1
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Abraham, Jon P.
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8
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1
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1
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Agu, Emmanuel O.
9
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Actuarial Mathematics
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160
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62
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49
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43
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5
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1
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https://creativecommons.org/licenses/by/4.0/
4
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1