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Filtering by: Committee Paffenroth, Randy Unit (Department) Computer 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
Using Autoencoder Feature Residuals to Improve Network Intrusion Detection

Creator:

Lewandowski, Brian

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-08-02

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Modern Computer Science Approaches in Biology: From Predicting Molecular Functions to Modeling Protein Structure

Creator:

Narykov, Oleksandr

Advisor:

Korkin, Dmitry

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-27

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer 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