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1.Outlier detection and robust regression for correlated data

作者：Ka-Veng Yuen ; ^{kvyuen@umac.mo} ; Gilberto A. Ortiz

关键词：Bayesian inference ; Correlated noise ; Maximum likelihood ; Model updating ; Outlier detection

刊名：Computer Methods in Applied Mechanics and Engineering

出版年：2017

2.Review of fall detection techniques: A data availability perspective

作者：Shehroz S. Khan ; ^{s255khan@uwaterloo.ca} ; ^{shehroz@gmail.com} ; Jesse Hoey ^{jhoey@uwaterloo.ca}

关键词：Fall detection ; One-class classification ; Outlier detection ; Anomaly detection ; Cost-sensitive learning

刊名：Medical Engineering & Physics

出版年：2017

3.A novel system for automatic removal of ocular artefacts in EEG by using outlier detection methods and independent component analysis

作者：Salim Ç ; ınar^a ; ^{scinar@nigde.edu.tr" class="auth_mail" title="E-mail the corresponding author} ; ^{salimcinar83@gmail.com" class="auth_mail" title="E-mail the corresponding author} ; Nurettin Acır^b

关键词：Independent component analysis ; Outlier detection ; Ocular artefact ; Electroencephalogram (EEG) ; ElectroOculoGram (EOG)

刊名：Expert Systems with Applications

出版年：2017

4.Detecting outlier pairs in complex network based on link structure and semantic relationship

作者：L. Liu^a ; ^{liulu12@mails.jlu.edu.cn" class="auth_mail" title="E-mail the corresponding author} ; W.L. Zuo^a ; ^b ; ^{wanlizuo@hotmail.com" class="auth_mail" title="E-mail the corresponding author} ; T. Peng^a ; ^b ; ^{tpeng@jlu.edu.cn" class="auth_mail" title="E-mail the corresponding author}

关键词：Outlier pair detection ; Complex network ; Link structure ; Semantic relationship ; K-step index

刊名：Expert Systems with Applications

出版年：2017

5.Detection and visualization of non-linear structures in large datasets using Exploratory Projection Pursuit Laboratory (EPP-Lab) software

作者：Souad Larabi Marie-Sainte

关键词：Exploratory Projection Pursuit ; Genetic Algorithm ; Particle Swarm Optimization ; Tribes ; Clustering ; Outliers

刊名：Journal of King Saud University - Computer and Information Sciences

出版年：2017

6.ETGraph: A graph-based approach for visual analytics of eye-tracking data

作者：Yi Gu^a ; Chaoli Wang^b ; ^{chaoli.wang@nd.edu} ; Robert Bixler^a ; Sidney D'Mello^a ; ^b

关键词：Eye-tracking data ; Visual analytics ; Graph layout ; Saccade outlier detection ; Repeated scanpath detection ; Participant comparison and clustering

刊名：Computers & Graphics

出版年：2017

7.Depth-based nonparametric description of functional data, with emphasis on use of spatial depth

作者：Robert Serfling^a ; ^{serfling@utdallas.edu" class="auth_mail" title="E-mail the corresponding author} ; ; Uditha Wijesuriya^b

关键词：Functional data ; Nonparametric ; Quantiles ; Outlier detection ; Boxplot

刊名：Computational Statistics & Data Analysis

出版年：2017

8.Robust nonlinear system identification: Bayesian mixture of experts using the t-distribution

作者：Tara Baldacchino ; ^{t.baldacchino@sheffield.ac.uk" class="auth_mail" title="E-mail the corresponding author} ; Keith Worden ^{k.worden@sheffield.ac.uk" class="auth_mail" title="E-mail the corresponding author} ; Jennifer Rowson ^{j.rowson@sheffield.ac.uk" class="auth_mail" title="E-mail the corresponding author}

关键词：Outliers ; Robust estimation ; Student-t distribution ; Variational Bayes ; Mixture of experts ; Bifurcating mechanical structures

刊名：Mechanical Systems and Signal Processing

出版年：2017

9.A non-parameter outlier detection algorithm based on Natural Neighbor

作者：Jinlong Huang ; Qingsheng Zhu ; ^{qszhu@cqu.edu.cn" class="auth_mail" title="E-mail the corresponding author} ; Lijun Yang ; Ji Feng

关键词：Outlier detection ; Natural Neighbor ; Natural Outlier Factor

刊名：Knowledge-Based Systems

出版年：2016

10.Performance evaluation of outlier detection methods in GNSS vector networks using 1D and 3D component analysis

作者：M.H. Saka ^{saka@gtu.edu.tr" class="auth_mail" title="E-mail the corresponding author}

关键词：GPS vector network ; Outlier detection ; Geodetic network ; Densification ; 3D components

刊名：Measurement

出版年：2016

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