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Filtering by: Contributor Zou, Frank Remove constraint Contributor: Zou, Frank Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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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
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
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
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
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
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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PhD Dissertations4
Masters Theses2

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Creator

Aygul, Ozge1
Hofmann, Dennis1
Santawisook, Patchara1
Schuliger, Ashley1
Wang, Yanzhao1
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Advisor

Cote, Danielle1
Neamtu, Rodica1
Paffenroth, Randy Clinton1
Rundensteiner, Elke A.1
Sturm, Stephan1
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Contributor

Bidigare, Patrick1
Blais, Marcel Y.1
Brown, Donald R.1
Cote, Danielle1
Mangoubi, Oren Rami1
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Unit (Department)

Data Science3
Mathematical Sciences2

Publisher

Worcester Polytechnic Institute[remove]6

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Not Specified1

Resource type

Dissertation4
Thesis2

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