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Statistical inference / Estimation theory / Outlier / Local outlier factor / Normal distribution / Variance / Estimator / RANSAC / Mean / Statistics / Robust statistics / Data analysis


A Near-linear Time Approximation Algorithm for Angle-based Outlier Detection in High-dimensional Data Ninh Pham Rasmus Pagh
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Document Date: 2013-10-15 07:21:23


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City

Asuncion / Beijing / /

Company

Knowledge Based Systems / Cambridge University Press / Outlier Detection / FastABOD / /

Country

China / /

Currency

pence / USD / /

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Facility

Denmark IT University of Copenhagen Copenhagen / High-dimensional Data Ninh Pham Rasmus Pagh IT University of Copenhagen Copenhagen / /

IndustryTerm

dot products / na¨ıve algorithm / nearlinear time algorithm / domain applications / studied data mining task / brute force algorithm / random projection-based algorithm / approximate nearest neighbor search / nested loop algorithm / dot product / sequential search / outer product / approximation solution / mining / parallel processing / estimation algorithm / approximate algorithm / basic algorithm / high-dimensional nearest neighbor search / approximation algorithms / near-linear time algorithm / /

OperatingSystem

Microsoft Windows / /

Organization

Cambridge University / High-dimensional Data Ninh Pham Rasmus Pagh IT University of Copenhagen Copenhagen / LB ABOD / United Nations / Denmark IT University of Copenhagen Copenhagen / /

Person

A. Zimek / W. Li / V / Williamson / M. Schubert / P. Kriegel / /

Position

rt / General / /

Product

Chernoff / Lemma 2 / /

ProgrammingLanguage

E / C++ / /

ProvinceOrState

South Dakota / /

PublishedMedium

Journal of the ACM / /

Technology

nested loop algorithm / 3 algorithms / RAM / three algorithms / 4 processors / na¨ıve algorithm / 880 Algorithm / brute force algorithm / near-linear time algorithm / 3.1 ALGORITHM / API / approximate algorithm / approximation algorithms / data mining / random projection-based algorithm / machine learning / nearlinear time algorithm / FastVOA algorithms / shared memory / t−1 Algorithm / parallel processing / Improved approximation algorithms / return Var Algorithm / estimation algorithm / basic algorithm / /

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