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Improving Model Performance with Robust PCA

Stichwort:

Robust PCA, Projectors, Cyber Security, PCA, Feature Engineering, and Machine Learning

Schöpfer:

Bennett, Marissa A.

Advisor:

Paffenroth, Randy Clinton

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2020-05-15

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Robust Methods for Anomaly Detection with Applications to Cyber Data

Stichwort:

PCA, cyber defense, autoencoders, robust methods, DDoS, and anomaly detection

Schöpfer:

Zhou, Chong

Advisor:

Paffenroth, Randy Clinton

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2019-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science