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Advisor
Rundensteiner, Elke A.
Entfernen Zwang Advisor: Rundensteiner, Elke A.
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Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts
Stichwort:
Human context recognition
,
Ubiquitous computing
,
Domain adaptation
, and
Adversarial machine learning
Schöpfer:
Alajaji, Abdulaziz
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Fair Ranking Under Uncertainty
Schöpfer:
Tessier, Marie
and
Vadlamudi, Sai Varun
Advisor:
Abraham, Jon P.
and
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-03-24
Resource Type:
Major Qualifying Project
CS/DS MQP: Learning Early Warning Alerts for Food Poisoning from Social Media
Stichwort:
twitter
,
social media
,
usda
, and
food poisoning
Schöpfer:
Rathke, Liam
,
Laber, Jasmine
, and
Hartmann, Katy
Advisor:
Rundensteiner, Elke A.
and
Mangoubi, Oren Rami
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-03-23
Resource Type:
Major Qualifying Project
Towards an End-to-End Training Data Management System for Machine Learning Models
Stichwort:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
Schöpfer:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Frequent Pattern Mining Analytics
Schöpfer:
Lin, Xika
Advisor:
Kong, Xiangnan
,
Rundensteiner, Elke A.
, and
Eltabakh, Mohamed Y.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-12-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
FACET: Counterfactual Explanation Analytics
Stichwort:
Ethical AI
,
Counterfactual Explanation
,
Interpretable Machine Learning
,
Tree Ensembles
,
Random Forest
, and
Explainable AI
Schöpfer:
VanNostrand, Peter
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
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
Stichwort:
GAN
,
discrete features
,
synthetic data generation
,
sensor data
,
human activity recognition
, and
mobile healthcare
Schöpfer:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-08-17
Resource Type:
Major Qualifying Project
An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?
Stichwort:
Domain Adaptation
and
Transfer Learning
Schöpfer:
Josselyn, Nicholas
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-10-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Big Time Series Analytics Using a Distributed Infrastructure
Stichwort:
Distributed Infrastructures
,
Approximate Queries
,
Time Series Compound
,
Big Time Series Analytics
, and
Convergence Query
Schöpfer:
Alghamdi, Noura
Advisor:
Rundensteiner, Elke A.
and
Eltabakh, Mohamed Y.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-07-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Visual Analytics for Smartphone Health Phenotyping
Stichwort:
Interactive Visual Analysis
,
mHealth
,
Smartphone Phenotyping
, and
Visual Analytics
Schöpfer:
Mansoor, Hamid
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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Collections
Major Qualifying Projects
62
PhD Dissertations
47
Masters Theses
40
Interactive Qualifying Projects
5
Masters Reports
1
Year
Year range begin
–
Year range end
Current results range from
1999
to
2024
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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
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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
23
Herausgeber
Worcester Polytechnic Institute
155
Fach
Community
2
Computing
16
Culture
3
Environment
1
Food
2
mehr
Faches
»
UN SDG
3 - Good Health and Well-being
9
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
Ressourcentyp
Major Qualifying Project
62
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