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researcher

Anya McGuirk

2 papers hereh-index 15841 citations42 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

most citedA Non-Parametric Control Chart For High Frequency Multivariate Data

4 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

eess.SP2019

Fault Detection Using Nonlinear Low-Dimensional Representation of Sensor Data

Kai Shen, Anya Mcguirk, Yuwei Liao +2

Sensor data analysis plays a key role in health assessment of critical equipment. Such data are multivariate and exhibit nonlinear relationships. This paper describes how one can e…

cs.LG2016★ 4 cited

A Non-Parametric Control Chart For High Frequency Multivariate Data

Deovrat Kakde, Sergriy Peredriy, Arin Chaudhuri +1

Support Vector Data Description (SVDD) is a machine learning technique used for single class classification and outlier detection. SVDD based K-chart was first introduced by Sun an…

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