Index Catalog // Hyrax

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Filtragem por: Contributor Zou, Frank

1. Agree to Disagree: Robust Anomaly Detection with Noisy Labels

Palavra-chave:: Noisy Labels, Anomaly Detection, and Deep Learning
O Criador:: Hofmann, Dennis
Advisor:: Rundensteiner, Elke A.
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-04-24
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

2. Data Driven University Capacity Analysis via Mathematical Optimization

Palavra-chave:: Multi Objective Optimization, Integer Optimization, and Academic Scheduling
O Criador:: Aygul, Ozge
Advisor:: Trapp, Andrew C
Editor:: Worcester Polytechnic Institute
Data Criada:: 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

O Criador:: Wang, Yanzhao
Advisor:: Zou, Frank
Editor:: Worcester Polytechnic Institute
Data Criada:: 2023-03-31
Resource Type:: Dissertation
Degree:: PhD

4. Price Impact in the VIX Futures Market and Mean-Field Games in two Order Books

Palavra-chave:: S&P500, VIX, ETFs, Price impact, ETNs, and VIX futures
O Criador:: Santawisook, Patchara
Advisor:: Sturm, Stephan
Editor:: Worcester Polytechnic Institute
Data Criada:: 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

Palavra-chave:: Signal Processing, Activation Function, Electromagnetics, Neural Networks, Deep Learning, and Polynomial Activation
O Criador:: Witz, Evan
Advisor:: Paffenroth, Randy Clinton
Editor:: Worcester Polytechnic Institute
Data Criada:: 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

Palavra-chave:: Cold Spray, Multiple-Instance Learning, Additive Manufacturing, Machine Learning, Data Augmentation, and Multiple-Instance Regression
O Criador:: Schuliger, Ashley
Advisor:: Cote, Danielle and Neamtu, Rodica
Editor:: Worcester Polytechnic Institute
Data Criada:: 2022-04-28
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science