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Paffenroth, Randy Clinton
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Detecting and Mitigating the Spread of Low-Quality Information in Social Media
Creator:
Vo, Nguyen K.
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-01-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Machine Learning for Reliable Communication and Improved Tracking of Dynamical Systems
Keyword:
interacting multiple model
,
kalman filter
,
gilbert-elliott
,
joint coding and modulation
,
maneuvering target tracking
, and
deep learning
Creator:
Vedula, Kirty P.
Advisor:
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Knowledge Creation via Data Analytics in a High Pressure Die Casting Operation
Keyword:
smart foundry
,
high pressure die casting
,
aluminum
,
machine learning
, and
casting
Creator:
Kopper, Adam E.
Advisor:
Apelian, Diran
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Materials Science & Engineering
Patterns Detection on Multivariate High-Frequency Time Series
Keyword:
time series
,
graphical model
,
kernel method
,
biclustering
,
anomaly detection
, and
mutual information
Creator:
Liu, Haitao
Advisor:
Paffenroth, Randy Clinton
and
Zou, Jian
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust State Estimation and Deep Learning for Time Series Analysis
Keyword:
Domain Randomization
,
Deep Learning
,
Chemical Sensors
,
Interacting Multiple Model Kalman Filter
,
Autoencoder
, and
Kalman Filter
Creator:
Weiss, Matthew L.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Ranking for Decision Making: Fairness and Usability
Keyword:
fairness
,
interactive ranking
, and
ranking
Creator:
Kuhlman, Caitlin A.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Anomaly Detection with Advanced Nonlinear Dimensionality Reduction
Keyword:
Anomaly Detection
,
Dimensionality Reduction
,
Manifold Learning
, and
Unsupervised Learning
Creator:
Beach, David J.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Variational Open Set Recognition
Keyword:
Extreme Value Theory
,
Varriational Autoencoder
, and
Open Set Classification
Creator:
Buquicchio, Luke J.
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Improving Model Performance with Robust PCA
Keyword:
Robust PCA
,
Projectors
,
Cyber Security
,
PCA
,
Feature Engineering
, and
Machine Learning
Creator:
Bennett, Marissa A.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Robust Methods for Anomaly Detection with Applications to Cyber Data
Keyword:
PCA
,
cyber defense
,
autoencoders
,
robust methods
,
DDoS
, and
anomaly detection
Creator:
Zhou, Chong
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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Worcester Polytechnic Institute
55
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https://creativecommons.org/licenses/by-nc/4.0/
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