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Filtering by: Keyword Outlier Detection Collections PhD Dissertations

1. Contextual Outlier Detection from Heterogeneous Data Sources

Keyword:: Scalable, Outlier Detection, Context, Heterogeneous Data Sources, and End-to-end System
Creator:: Yan, Yizhou
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-05-17
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

2. 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

3. Outlier Detection In Big Data

Keyword:: data analytics, big data, Outlier Detection, distributed algorithm, and data stream
Creator:: Cao, Lei
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2016-03-29
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science