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Advisor
Rundensteiner, Elke A.
Entfernen Zwang Advisor: Rundensteiner, Elke A.
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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
Strategies and Structures for Biological Datasets Integration and Knowledge Discovery
Stichwort:
Single-cell RNA Sequencing
,
Data Integration
,
CCA
,
Network Analysis
,
Biology
, and
Feature Engineering
Schöpfer:
Teeple, Erin
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-07-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
CS/DS MQP: Learning Early Warning Alerts for Food Poisoning from Social Media
Schöpfer:
Kwan, Timothy
and
Lapsley, Anne
Advisor:
Mangoubi, Oren Rami
and
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-04-27
Resource Type:
Major Qualifying Project
CS/DS MQP: Advanced Applications for Deep Generative Models
Stichwort:
machine learning
,
human activity recognition
,
tabular diffusion
,
gramian angular fields
,
generative models
, and
diffusion models
Schöpfer:
Trac, Cindy
,
McCarthy, Dillon
,
Buasai, Sirut
, and
Dykstra, Jason
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-04-25
Resource Type:
Major Qualifying Project
Fair Ranking Under Uncertainty
Schöpfer:
Venkataraman, Brinda
Advisor:
Abraham, Jon P.
and
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-04-27
Resource Type:
Major Qualifying Project
Knowledge Amalgamation from Heterogeneous Pre-Trained Models
Stichwort:
Pre-Trained Models
,
Deep Learning
, and
Knowledge Amalgamation
Schöpfer:
Thadajarassiri, Jidapa
Advisor:
Kong, Xiangnan
and
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts
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
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Collections
Major Qualifying Projects
61
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
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
57
Data Science
6
Interactive Media & Game Development
2
Interdisciplinary
3
mehr
Majors
»
Unit (Department)
Computer Science
65
Data Science
23
Herausgeber
Worcester Polytechnic Institute
154
Fach
Community
2
Computing
15
Culture
3
Food
2
Health
7
mehr
Faches
»
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
Ressourcentyp
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
