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Filtrage par: Advisor Rundensteiner, Elke A. Supprimer la restriction Advisor: Rundensteiner, Elke A.

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Résultats de recherche

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

Mot-clé:

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

Créateur:

Shrestha, Avantika

Advisor:

Rundensteiner, Elke A.

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-03-22

Resource Type:

Thesis

Degree:

MS

Unit (Department):

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

Créateur:

Yin, Biao

Advisor:

Zhang, Ziming and Rundensteiner, Elke A.

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-04-22

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

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

Mot-clé:

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

Créateur:

Zhang, Dongyu

Advisor:

Rundensteiner, Elke A.

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

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

Mot-clé:

Noisy Labels, Anomaly Detection, and Deep Learning

Créateur:

Hofmann, Dennis

Advisor:

Rundensteiner, Elke A.

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering

Mot-clé:

Deep Learning, GAN, Optimization, and Gradient Descent-Ascent

Créateur:

DeOliveira, Joshua

Advisor:

Rundensteiner, Elke A.

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Predicting Students' Mental Health Using Fitbit Data

Mot-clé:

Mental Health, Depression, Anixety, Environmental Survey, and Fitbit

Créateur:

Pins, Noah, Lusignan, Kyle, Escott, Allison, and Raisbeck, Olivia

Advisor:

Liu, Shichao, Mangoubi, Oren Rami, and Rundensteiner, Elke A.

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-04-25

Resource Type:

Major Qualifying Project
AutoOD 2.0: Elevating User Experience and Multi-User Functionality

Mot-clé:

Web Development, User Experience, and Outlier Detection

Créateur:

Yi, James, Das, Ishayu, Andrews, Talia, and Sharich, Tristan

Advisor:

Rundensteiner, Elke A.

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-03-19

Resource Type:

Major Qualifying Project
Designing an Interactive Interface for FACET: Personalized Explanations in XAI

Mot-clé:

XAI

Créateur:

Dion, Katharine, Pietrick, Alexander, Reiss, Jacob, Huang, Randy, and Genin, Belisha

Advisor:

Rundensteiner, Elke A.

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-03-21

Resource Type:

Major Qualifying Project
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models

Mot-clé:

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

Créateur:

Gerych, Walter

Advisor:

Rundensteiner, Elke A. and Agu, Emmanuel O.

Éditeur:

Worcester Polytechnic Institute

date créée:

2023-10-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Multi-modal Models for Depression Screening

Mot-clé:

Transfer learning, Sequential modeling for mental health screen, Multivariate time series, Deep learning, Multi-task learning, and Digital health

Créateur:

Flores, Ricardo

Advisor:

Rundensteiner, Elke A.

Éditeur:

Worcester Polytechnic Institute

date créée:

2023-10-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science

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Collections

Major Qualifying Projects62
PhD Dissertations49
Masters Theses43
Interactive Qualifying Projects5
Masters Reports1

Year

Year range begin – Year range end

Current results range from 1999 to 2024

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Créateur

Abeyta, Jesse B.1
Ahsan, Ramoza1
Alajaji, Abdulaziz1
Alghamdi, Noura1
Alvarado Blanco Uribe, Isabel1
plus Créateurs »

Advisor

Abraham, Jon P.2
Agu, Emmanuel O.8
Ahsan, Ramoza1
Claypool, Mark L.1
Eberbach, Eugene1
plus Advisors »

Contributor

Agu, Emmanuel O.9
Ari, Ismail1
Athitsos, Vassilis1
Beck, Joseph E.1
Brown, David C.1
plus Contributors »

Major

Actuarial Mathematics1
Computer Science58
Data Science7
Interactive Media & Game Development2
Interdisciplinary3
plus Majors »

Unit (Department)

Computer Science65
Data Science28

Éditeur

Worcester Polytechnic Institute160

Assujettir

Community2
Computing16
Culture3
Environment1
Food2
plus Assujettirs »

UN SDG

3 - Good Health and Well-being10
5 - Gender Equality2
6 - Clean Water and Sanitation1
9 - Industry, Innovation and Infrastructure4
10 - Reducing Inequality2
12 - Responsible Consumption and Production2
Not Specified3

Type de ressource

Major Qualifying Project62
Dissertation49
Thesis43
Interactive Qualifying Project5
Report1

License

https://creativecommons.org/licenses/by/4.0/4

Award

Provost's MQP Award1

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