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Rundensteiner, Elke A.
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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
Utilizing Unimodal and Multimodal Deep Transfer Learning to Classify Mobile Speech Recordings with Mental Health Labels
Keyword:
natural language processing
,
audio classification
,
transfer learning
,
mobile health
,
anxiety screening
, and
depression screening
Creator:
Hernandez-Reisch, Miranda
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Frequent Pattern Mining Analytics
Creator:
Lin, Xika
Advisor:
Kong, Xiangnan
,
Rundensteiner, Elke A.
, and
Eltabakh, Mohamed Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Towards an End-to-End Training Data Management System for Machine Learning Models
Keyword:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
Creator:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts
Keyword:
Human context recognition
,
Ubiquitous computing
,
Domain adaptation
, and
Adversarial machine learning
Creator:
Alajaji, Abdulaziz
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Strategies and Structures for Biological Datasets Integration and Knowledge Discovery
Keyword:
Single-cell RNA Sequencing
,
Data Integration
,
CCA
,
Network Analysis
,
Biology
, and
Feature Engineering
Creator:
Teeple, Erin
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-07-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Knowledge Amalgamation from Heterogeneous Pre-Trained Models
Keyword:
Pre-Trained Models
,
Deep Learning
, and
Knowledge Amalgamation
Creator:
Thadajarassiri, Jidapa
Advisor:
Kong, Xiangnan
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-18
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
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
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Major Qualifying Projects
61
PhD Dissertations
47
Masters Theses
40
Interactive Qualifying Projects
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Masters Reports
1
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2024
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Creator
Abeyta, Jesse B.
1
Ahsan, Ramoza
1
Alajaji, Abdulaziz
1
Alghamdi, Noura
1
Alvarado Blanco Uribe, Isabel
1
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Advisor
Abraham, Jon P.
2
Agu, Emmanuel O.
8
Ahsan, Ramoza
1
Claypool, Mark L.
1
Eberbach, Eugene
1
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»
Contributor
Agu, Emmanuel O.
9
Ari, Ismail
1
Athitsos, Vassilis
1
Beck, Joseph E.
1
Brown, David C.
1
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Major
Actuarial Mathematics
1
Computer Science
57
Data Science
6
Interactive Media & Game Development
2
Interdisciplinary
3
more
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»
Unit (Department)
Computer Science
65
Data Science
23
Publisher
Worcester Polytechnic Institute
154
Subject
Community
2
Computing
15
Culture
3
Food
2
Health
7
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UN SDG
3 - Good Health and Well-being
8
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
2
Resource type
Major Qualifying Project
61
Dissertation
47
Thesis
40
Interactive Qualifying Project
5
Report
1
License
https://creativecommons.org/licenses/by/4.0/
4
Award
Provost's MQP Award
1