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Rundensteiner, Elke A.
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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
HAR-CTGAN: Synthesizing Continuous and Discrete Mobile Sensor Data Using GAN models for Human Activity Recognition
Keyword:
GAN
,
discrete features
,
synthetic data generation
,
sensor data
,
human activity recognition
, and
mobile healthcare
Creator:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-17
Resource Type:
Major Qualifying Project
An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?
Keyword:
Domain Adaptation
and
Transfer Learning
Creator:
Josselyn, Nicholas
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-10-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Big Time Series Analytics Using a Distributed Infrastructure
Keyword:
Distributed Infrastructures
,
Approximate Queries
,
Time Series Compound
,
Big Time Series Analytics
, and
Convergence Query
Creator:
Alghamdi, Noura
Advisor:
Rundensteiner, Elke A.
and
Eltabakh, Mohamed Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-07-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer 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
DS:MQP:Deep Learning for Mental Health Screening using Smartphone Data
Creator:
Wu, Jyalu
and
Jurovich, Nicholas
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-26
Resource Type:
Major Qualifying Project
Improving Mental Health Screening with Predictive and Generative Modeling of Text Messages
Keyword:
Digital Phenotyping
,
Supervised Learning
,
Natural Language Processing
,
Health Informatics
,
Mental Illnesses
, and
Mobile Health
Creator:
Tlachac, ML
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Scalable Similarity Search over Big Data Series
Keyword:
Data Series
,
Scalable Indexing
,
Approximate Similarity Search
,
Big data series
, and
Query optimization
Creator:
Zhang, Liang
Advisor:
Rundensteiner, Elke A.
and
Eltabakh, Mohamed Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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
DS:MQP:Deep Learning for Mental Health Screening using Smartphone Data
Creator:
Garfinkel, Lillian
,
Halley, Madeline
,
O'neill, Mairead
, and
Phillips, Brian
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-25
Resource Type:
Major Qualifying Project
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Major Qualifying Projects
62
PhD Dissertations
49
Masters Theses
43
Interactive Qualifying Projects
5
Masters Reports
1
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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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Creators
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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
58
Data Science
7
Interactive Media & Game Development
2
Interdisciplinary
3
more
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»
Unit (Department)
Computer Science
65
Data Science
28
Publisher
Worcester Polytechnic Institute
160
Subject
Community
2
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16
Culture
3
Environment
1
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2
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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
Resource type
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