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Filtering by: Unit (Department) Data Science Collections PhD Dissertations Year 2019

1. Micro-Pattern Detection and Analysis in Gaze Data via Mathematical Optimization and Machine Learning

Keyword:: Gaze Data Analysis, Outlier Detection, FID+ Filter, FID Filter, Eye Tracking, Fixation Identification, Fixation Inner-Density, and Mixed-Integer Optimization
Creator:: Liu, Wen
Advisor:: Trapp, Andrew C and Djamasbi, Soussan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2019-04-24
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

2. Robust Methods for Anomaly Detection with Applications to Cyber Data

Keyword:: PCA, cyber defense, autoencoders, robust methods, DDoS, and anomaly detection
Creator:: Zhou, Chong
Advisor:: Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2019-04-23
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science