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Outlier Detection
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Identifying Struggling Students by Comparing Online Tutor Clickstreams
Keyword:
Outlier Detection
,
Online Learning
,
Unsupervised Learning
,
Tutoring
, and
Anomaly Detection
Creator:
Prihar, Ethan B.
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-02
Resource Type:
Thesis
Degree:
MS
Unit:
Data Science
Analyzing Board Health with Machine Learning
Keyword:
Predictive Maintenance
,
Outlier Detection
,
Artificial Intelligence
,
Machine Learning
,
Time Series Analysis
, and
Statistical Analysis
Creator:
Lovering, Joshua
,
Oshiro-Leavitt, Clay N.
,
Tang, Bryson M.
, and
Frith, Suverino L.
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-24
Resource Type:
Major Qualifying Project
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:
Computer Science
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:
Data Science
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:
Computer Science
Exploration Framework For Detecting Outliers In Data Streams
Keyword:
Data streams
,
streaming window
,
distance-based outlier
,
Outlier Detection
, and
outliers
Creator:
Sean, Viseth
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Thesis
Degree:
MS
Unit:
Data Science
Scalable Multi-Parameter Outlier Detection Technology
Keyword:
Outlier Detection
,
Predicate
, and
Multi-Para
Creator:
Wang, Jiayuan
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-12-23
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
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