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Automatic optimization of outlier detection ensembles using a limited number of outlier examples
Free accessBASE | 2020|Keywords: Outlier detection, Outlier detection ensemble, Semi-supervised outlier detection -
A survey on unsupervised outlier detection in high‐dimensional numerical data
Wiley | 2012|Keywords: approximate outlier detection, subspace outlier detection, correlation outlier detection, outlier detection in high‐dimensional data -
On normalization and algorithm selection for unsupervised outlier detection
Online Contents | 2019|Keywords: Algorithm selection problem for outlier detection, Effect of normalization on outlier detection, Instance space analysis for outlier detection, Unsupervised outlier detection -
Cube-based incremental outlier detection for streaming computing
Elsevier | 2019|Keywords: Density-based outlier detection, Online outlier detection -
Combining unsupervised and supervised learning in credit card fraud detection
Elsevier | 2019|Keywords: Outlier detection, Contextual outlier detection -
On normalization and algorithm selection for unsupervised outlier detection
Online Contents | 2019|Keywords: Algorithm selection problem for outlier detection, Effect of normalization on outlier detection, Instance space analysis for outlier detection, Unsupervised outlier detection -
Subspace histograms for outlier detection in linear time
Online Contents | 2018|Keywords: High-dimensional outlier detection, Subspace outlier detection -
An enhanced Monte Carlo outlier detection method
Wiley | 2015|Keywords: outlier detection, enhanced Monte Carlo outlier detection -
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study
Online Contents | 2016|Keywords: Unsupervised outlier detection -
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study
Online Contents | 2016|Keywords: Unsupervised outlier detection -
Developments in Unsupervised Outlier Detection Research
Springer Verlag | 2020|Keywords: Unsupervised outlier detection, Distribution-based outlier detection, Distance-based outlier detection, Density-based outlier detection, Clustering-based outlier detection -
Efficient and flexible algorithms for monitoring distance-based outliers over data streams
Elsevier | 2015|Keywords: Outlier detection -
Sparse PCA for High-Dimensional Data With Outliers
Taylor & Francis Verlag | 2016|Keywords: Outlier detection -
Sparse PCA for High-Dimensional Data With Outliers
Online Contents | 2016|Keywords: Outlier detection -
Subspace histograms for outlier detection in linear time
Online Contents | 2018|Keywords: High-dimensional outlier detection, Subspace outlier detection -
A fast MST-inspired kNN-based outlier detection method
Elsevier | 2014|Keywords: Distance-based outlier detection, Density-based outlier detection, Clustering-based outlier detection -
VOS: A new outlier detection model using virtual graph
Elsevier | 2019|Keywords: Outlier detection, Graph-based outlier detection
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