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Rundensteiner, Elke A.
删除限定条件 Contributor: Rundensteiner, Elke A.
资源类型
Thesis
删除限定条件 资源类型: Thesis
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FACET: Counterfactual Explanation Analytics
关键词:
Ethical AI
,
Counterfactual Explanation
,
Interpretable Machine Learning
,
Tree Ensembles
,
Random Forest
, and
Explainable AI
创造者:
VanNostrand, Peter
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?
关键词:
Domain Adaptation
and
Transfer Learning
创造者:
Josselyn, Nicholas
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2022-10-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Utilizing Unimodal and Multimodal Deep Transfer Learning to Classify Mobile Speech Recordings with Mental Health Labels
关键词:
natural language processing
,
audio classification
,
transfer learning
,
mobile health
,
anxiety screening
, and
depression screening
创造者:
Hernandez-Reisch, Miranda
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction
关键词:
Cold Spray
,
Multiple-Instance Learning
,
Additive Manufacturing
,
Machine Learning
,
Data Augmentation
, and
Multiple-Instance Regression
创造者:
Schuliger, Ashley
Advisor:
Cote, Danielle
and
Neamtu, Rodica
出版者:
Worcester Polytechnic Institute
创建日期:
2022-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Speech-based Traumatic Brain Injury (TBI) Assessment using Deep Learning Methods with Limited Labeled Data
创造者:
Ditthapron, Apiwat
Advisor:
Lammert, Adam
and
Agu, Emmanuel O.
出版者:
Worcester Polytechnic Institute
创建日期:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Deep Learning Anomaly Detection methods to passively detect COVID-19 from Audio
关键词:
Convolutional Autoencoders
,
Variational Autoencoders
,
Smartphone audio sensing
,
COVID detection
,
Deep anomaly detection
, and
Contrastive learning
创造者:
Murthy, Shreesha Narasimha
Advisor:
Agu, Emmanuel O.
出版者:
Worcester Polytechnic Institute
创建日期:
2021-05-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
SIFT: A Deep Network for Irregularly-Sampled Multivariate Time Series
关键词:
deep learning
and
time series
创造者:
Perucic, Aleksa
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2020-12-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Shared Complex Event Trend Aggregation
关键词:
multi-query optimization
,
incremental aggregation
,
event trend
, and
complex event processing
创造者:
Rozet, Allison M.
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2020-05-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Variational Open Set Recognition
关键词:
Extreme Value Theory
,
Varriational Autoencoder
, and
Open Set Classification
创造者:
Buquicchio, Luke J.
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2020-05-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Deep Learning Approach to Trespass Detection using Video Surveillance Data
关键词:
survillance data
,
deep learning
,
computer vision
,
deep convolutional neural networks
,
trespassing detection
, and
background subtraction
创造者:
Bashir, Muzammil
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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Masters Theses
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创造者
Bashir, Muzammil
1
Buquicchio, Luke J.
1
Deschler, Kurt W
1
Dimitrova, Katica
1
Ditthapron, Apiwat
1
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创造者s
»
Advisor
Agu, Emmanuel O.
4
Cote, Danielle
1
Heineman, George T.
1
Lammert, Adam
1
Neamtu, Rodica
1
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Advisors
»
Contributor
Agu, Emmanuel O.
4
Cote, Danielle
1
Harrison, Lane T.
1
Heineman, George T.
1
Kong, Xiangnan
1
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Unit (Department)
Computer Science
32
Data Science
11
出版者
Worcester Polytechnic Institute
43
资源类型
Thesis
[remove]
43
License
https://creativecommons.org/licenses/by/4.0/
2