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Zou, Frank
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1.
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
2.
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
3.
New developments in sequential change point detection for time series and spatio-temporal analysis
Creator:
Wang, Yanzhao
Advisor:
Zou, Frank
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-31
Resource Type:
Dissertation
Degree:
PhD
4.
Price Impact in the VIX Futures Market and Mean-Field Games in two Order Books
Keyword:
S&P500
,
VIX
,
ETFs
,
Price impact
,
ETNs
, and
VIX futures
Creator:
Santawisook, Patchara
Advisor:
Sturm, Stephan
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-07
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
5.
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
Keyword:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
Creator:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
6.
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
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3
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Worcester Polytechnic Institute
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