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Filtering by: Advisor Paffenroth, Randy Clinton Remove constraint Advisor: Paffenroth, Randy Clinton Year 2018 Remove constraint Year: 2018

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Anomaly Detection Using Robust Principal Component Analysis

Creator:

Guth, Kevin Bellamy

Advisor:

Paffenroth, Randy Clinton and Harrison, Lane T.

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-04-26

Resource Type:

Major Qualifying Project
Anomaly Detection Using Robust Principal Component Analysis

Creator:

Sola Pleitez, Erik D and Velarde Ramirez, Aura Isabella

Advisor:

Paffenroth, Randy Clinton and Harrison, Lane T.

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-03-01

Resource Type:

Major Qualifying Project
Deep Learning for Data Privacy Classification

Creator:

Pridotkas, Samuel John, Grande, Leo, Sadoyan, Harutyun, and Bishop, Griffin R

Advisor:

Sturm, Stephan and Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-11-04

Resource Type:

Major Qualifying Project
Ensemble of Feedforward Neural Networks Applied to Credit Default

Creator:

Estrada, Juan Luis Herrero, Buquicchio, Luke J, and Harding, Everett J

Advisor:

Sturm, Stephan and Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-04-26

Resource Type:

Major Qualifying Project
Improving Employer Outcomes: Supervised Learning to Predict Hiring Success

Creator:

Chace, Owen David, Martin, Stephanie, Gran, Ranier, and Bigwood, Emily

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-04-23

Resource Type:

Major Qualifying Project
Permutation-Invariant Consensus over Crowdsourced Labels

Creator:

Giancola, Michael Joseph

Advisor:

Whitehill, Jacob Richard and Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-04-22

Resource Type:

Major Qualifying Project

Award:

Provost's MQP Award
Dreaming of Big Data: a method for evaluating the use of data in the undergraduate mathematics curriculum.

Keyword:

Electronic data processing and Education, Higher

Creator:

VanValkenburg, MaryAnn Elizabeth

Advisor:

Paffenroth, Randy Clinton and Wang, Gu

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-05-31

Resource Type:

Interactive Qualifying Project
Dimension Reduction and LASSO using Pointwise and Group Norms

Keyword:

Dimension Reduction, LASSO, and Robust Sparse PCA

Creator:

Jutras, Melanie A

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-12-12

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Parameter Continuation with Secant Approximation for Deep Neural Networks

Keyword:

non-convex, homotopy, Deep Learning, parameter continuation , Optimization, and secant

Creator:

Pathak, Harsh N.

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-12-05

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Kernel Coherence Encoders

Keyword:

Kernel methods, Autoencoders, KCCA, and CCA

Creator:

Sun, Fangzheng

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-04-23

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science

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Year

2018[remove]11

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Bigwood, Emily1
Bishop, Griffin R1
Buquicchio, Luke J1
Chace, Owen David1
Estrada, Juan Luis Herrero1
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Fehribach, Joseph D.1
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Paffenroth, Randy Clinton[remove]11
Servatius, Brigitte1
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Chaiken, Seth1
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Servatius, Brigitte1

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Zurich, Switzerland Project Center - MQP2

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Worcester Polytechnic Institute11

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Provost's MQP Award1

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