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Data Science
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11.
Agree to Disagree: Robust Anomaly Detection with Noisy Labels
Keyword:
Noisy Labels
,
Anomaly Detection
, and
Deep Learning
Creator:
Hofmann, Dennis
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
12.
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering
Keyword:
Deep Learning
,
GAN
,
Optimization
, and
Gradient Descent-Ascent
Creator:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
13.
A Level-Set Approach for Solving Nonlinear Integer Optimization Problems
Keyword:
Mathematical Programming
,
Optimization
,
Level-set
,
Value Function
,
Data Structures
, and
Polynomial
Creator:
Killea, Ryan
Advisor:
Trapp, Andrew C
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-07-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
14.
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
15.
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
16.
Intelligent and Resilient Radio Resource Allocation for 5G and Beyond Wireless Communications
Keyword:
Deep Reinforcement Learning
,
Robust PCA
,
mmWave Communications
,
Graph Neural Networks
, and
Wireless Communications
Creator:
Ghasemi, Ahmad
Advisor:
Zekavat, Seyed A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-06-24
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
17.
Data Driven University Capacity Analysis via Mathematical Optimization
Keyword:
Multi Objective Optimization
,
Integer Optimization
, and
Academic Scheduling
Creator:
Aygul, Ozge
Advisor:
Trapp, Andrew C
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-06-29
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Data Science
18.
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
19.
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Keyword:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
Creator:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
20.
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems
Keyword:
Iterative
,
Neural Network
,
Recurrent Neural Network
,
Machine Learning
,
Sparse
, and
Sparsity
Creator:
Hershey, Quincy
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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Masters Theses
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1
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1
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3
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Agu, Emmanuel O.
6
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1
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Unit (Department)
Data Science
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95
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Worcester Polytechnic Institute
95
UN SDG
3 - Good Health and Well-being
1
4 - Quality Education
1
9 - Industry, Innovation and Infrastructure
2
10 - Reducing Inequality
1
11 - Sustainable Cities and Communities
1
12 - Responsible Consumption and Production
1
13 - Climate Action
1
14 - Life Below Water
1
15 - Life On Land
1
16 - Peace, Justice, and Strong Institutions
1
17 - Partnerships for the Goals
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5
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Thesis
54
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1
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https://creativecommons.org/licenses/by/4.0/
9
https://creativecommons.org/licenses/by-nc/4.0/
3