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Rundensteiner, Elke A.
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A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction
Keyword:
Cold Spray
,
Multiple-Instance Learning
,
Additive Manufacturing
,
Machine Learning
,
Data Augmentation
, and
Multiple-Instance Regression
Creator:
Schuliger, Ashley
Advisor:
Cote, Danielle
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
MANIRank: Multiple Attribute and Intersectional Fairness for Consensus Ranking
Keyword:
Bias
,
Consensus Ranking
, and
Fair decision making
Creator:
Cachel, Kathleen
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-20
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Data Science
Prediction and Observation Timing in Time Series Classification
Keyword:
Time Series
and
Deep Learning
Creator:
Hartvigsen, Thomas
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-14
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Explaining Deep Time Series Classifiers
Creator:
Parvatharaju, Prathyush
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-15
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Data Science
Visual Analytics for Multi-Level Triage and Investigation of Incident Reports
Keyword:
Semi-structured Documents
,
Triage
,
Visual Analytics
, and
Pharmacovigilance
Creator:
Kakar, Tabassum
Advisor:
Rundensteiner, Elke A.
and
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Automatic Emotion Detection in Text Messages using Supervised Learning
Creator:
Hasan, Maryam
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning
Keyword:
mental heath screening
,
deep learning
,
audio
,
machine learning
, and
voice
Creator:
Toto, Ermal
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Making Sense of Human-generated Spatial-temporal Data from Urban Environment
Keyword:
human behavior analysis
,
spatial-temporal data
,
imitation learning
,
smart cities
,
explainable artificial intelligence
, and
data mining
Creator:
Pan, Menghai
Advisor:
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Speech-based Traumatic Brain Injury (TBI) Assessment using Deep Learning Methods with Limited Labeled Data
Creator:
Ditthapron, Apiwat
Advisor:
Lammert, Adam
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Deep Learning Anomaly Detection methods to passively detect COVID-19 from Audio
Keyword:
Convolutional Autoencoders
,
Variational Autoencoders
,
Smartphone audio sensing
,
COVID detection
,
Deep anomaly detection
, and
Contrastive learning
Creator:
Murthy, Shreesha Narasimha
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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