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Advisor
Rundensteiner, Elke A.
Entfernen Zwang Advisor: Rundensteiner, Elke A.
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Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder
Stichwort:
multi-task learning
,
sequential modeling
,
multivariate time series
,
self-attention
, and
digital health
Schöpfer:
Shrestha, Avantika
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2024-03-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets
Schöpfer:
Yin, Biao
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2024-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Harnessing Incomplete, Noisy, and Multi-level Labels for Classification and Annotation Tasks
Stichwort:
Large Language Model
,
Multi-Level Label
,
Incomplete Label
,
Noisy Label
,
In-Context Learning
, and
Foodborne Illness Detection
Schöpfer:
Zhang, Dongyu
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Agree to Disagree: Robust Anomaly Detection with Noisy Labels
Stichwort:
Noisy Labels
,
Anomaly Detection
, and
Deep Learning
Schöpfer:
Hofmann, Dennis
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2024-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering
Stichwort:
Deep Learning
,
GAN
,
Optimization
, and
Gradient Descent-Ascent
Schöpfer:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2024-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Predicting Students' Mental Health Using Fitbit Data
Stichwort:
Mental Health
,
Depression
,
Anixety
,
Environmental Survey
, and
Fitbit
Schöpfer:
Pins, Noah
,
Lusignan, Kyle
,
Escott, Allison
, and
Raisbeck, Olivia
Advisor:
Liu, Shichao
,
Mangoubi, Oren Rami
, and
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2024-04-25
Resource Type:
Major Qualifying Project
AutoOD 2.0: Elevating User Experience and Multi-User Functionality
Stichwort:
Web Development
,
User Experience
, and
Outlier Detection
Schöpfer:
Yi, James
,
Das, Ishayu
,
Andrews, Talia
, and
Sharich, Tristan
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2024-03-19
Resource Type:
Major Qualifying Project
Designing an Interactive Interface for FACET: Personalized Explanations in XAI
Stichwort:
XAI
Schöpfer:
Dion, Katharine
,
Pietrick, Alexander
,
Reiss, Jacob
,
Huang, Randy
, and
Genin, Belisha
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2024-03-21
Resource Type:
Major Qualifying Project
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Stichwort:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
Schöpfer:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Multi-modal Models for Depression Screening
Stichwort:
Transfer learning
,
Sequential modeling for mental health screen
,
Multivariate time series
,
Deep learning
,
Multi-task learning
, and
Digital health
Schöpfer:
Flores, Ricardo
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-10-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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Collections
Major Qualifying Projects
62
PhD Dissertations
49
Masters Theses
43
Interactive Qualifying Projects
5
Masters Reports
1
Year
Year range begin
–
Year range end
Current results range from
1999
to
2024
View distribution
Schöpfer
Abeyta, Jesse B.
1
Ahsan, Ramoza
1
Alajaji, Abdulaziz
1
Alghamdi, Noura
1
Alvarado Blanco Uribe, Isabel
1
mehr
Schöpfers
»
Advisor
Abraham, Jon P.
2
Agu, Emmanuel O.
8
Ahsan, Ramoza
1
Claypool, Mark L.
1
Eberbach, Eugene
1
mehr
Advisors
»
Contributor
Agu, Emmanuel O.
9
Ari, Ismail
1
Athitsos, Vassilis
1
Beck, Joseph E.
1
Brown, David C.
1
mehr
Contributors
»
Major
Actuarial Mathematics
1
Computer Science
58
Data Science
7
Interactive Media & Game Development
2
Interdisciplinary
3
mehr
Majors
»
Unit (Department)
Computer Science
65
Data Science
28
Herausgeber
Worcester Polytechnic Institute
160
Fach
Community
2
Computing
16
Culture
3
Environment
1
Food
2
mehr
Faches
»
UN SDG
3 - Good Health and Well-being
10
5 - Gender Equality
2
6 - Clean Water and Sanitation
1
9 - Industry, Innovation and Infrastructure
4
10 - Reducing Inequality
2
12 - Responsible Consumption and Production
2
Not Specified
3
Ressourcentyp
Major Qualifying Project
62
Dissertation
49
Thesis
43
Interactive Qualifying Project
5
Report
1
License
https://creativecommons.org/licenses/by/4.0/
4
Award
Provost's MQP Award
1
