New Developments in Unsupervised Outlier Detection
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Published By Springer Singapore

9789811595189, 9789811595196

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Enhancing Outlier Detection by Filtering Out Core Points and Border Points

New Developments in Unsupervised Outlier Detection ◽

10.1007/978-981-15-9519-6_7 ◽

2020 ◽

pp. 173-193

Author(s):

Xiaochun Wang ◽

Xiali Wang ◽

Mitch Wilkes

Keyword(s):

Outlier Detection ◽

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A k-Nearest Neighbour Spectral Clustering-Based Outlier Detection Technique

New Developments in Unsupervised Outlier Detection ◽

10.1007/978-981-15-9519-6_6 ◽

2020 ◽

pp. 147-172

Author(s):

Xiaochun Wang ◽

Xiali Wang ◽

Mitch Wilkes

Keyword(s):

Outlier Detection ◽

Spectral Clustering ◽

Detection Technique ◽

Nearest Neighbour

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Unsupervised Fraud Detection in Environmental Time Series Data

New Developments in Unsupervised Outlier Detection ◽

10.1007/978-981-15-9519-6_10 ◽

2020 ◽

pp. 257-277

Author(s):

Xiaochun Wang ◽

Xiali Wang ◽

Mitch Wilkes

Keyword(s):

Time Series ◽

Time Series Data ◽

Fraud Detection ◽

Series Data ◽

Environmental Time Series

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A Minimum Spanning Tree Clustering-Inspired Outlier Detection Technique

New Developments in Unsupervised Outlier Detection ◽

10.1007/978-981-15-9519-6_5 ◽

2020 ◽

pp. 113-145

Author(s):

Xiaochun Wang ◽

Xiali Wang ◽

Mitch Wilkes

Keyword(s):

Outlier Detection ◽

Spanning Tree ◽

Minimum Spanning Tree ◽

Detection Technique

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Developments in Unsupervised Outlier Detection Research

New Developments in Unsupervised Outlier Detection ◽

10.1007/978-981-15-9519-6_2 ◽

2020 ◽

pp. 13-36

Author(s):

Xiaochun Wang ◽

Xiali Wang ◽

Mitch Wilkes

Keyword(s):

Outlier Detection ◽

Unsupervised Outlier Detection

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An Effective Boundary Point Detection Algorithm Via k-Nearest Neighbors-Based Centroid

New Developments in Unsupervised Outlier Detection ◽

10.1007/978-981-15-9519-6_8 ◽

2020 ◽

pp. 197-222

Author(s):

Xiaochun Wang ◽

Xiali Wang ◽

Mitch Wilkes

Keyword(s):

Boundary Point ◽

Nearest Neighbors ◽

Detection Algorithm ◽

K Nearest Neighbors ◽

Effective Boundary ◽

Point Detection

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A Nearest Neighbor Classifier-Based Automated On-Line Novel Visual Percept Detection Method

New Developments in Unsupervised Outlier Detection ◽

10.1007/978-981-15-9519-6_9 ◽

2020 ◽

pp. 223-255

Author(s):

Xiaochun Wang ◽

Xiali Wang ◽

Mitch Wilkes

Keyword(s):

Nearest Neighbor ◽

Detection Method ◽

Nearest Neighbor Classifier ◽

On Line ◽

Visual Percept ◽

Neighbor Classifier

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A Fast Distance-Based Outlier Detection Technique Using a Divisive Hierarchical Clustering Algorithm

New Developments in Unsupervised Outlier Detection ◽

10.1007/978-981-15-9519-6_3 ◽

2020 ◽

pp. 39-69

Author(s):

Xiaochun Wang ◽

Xiali Wang ◽

Mitch Wilkes

Keyword(s):

Outlier Detection ◽

Hierarchical Clustering ◽

Clustering Algorithm ◽

Detection Technique ◽

Divisive Hierarchical Clustering ◽

Hierarchical Clustering Algorithm

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A k-Nearest Neighbor Centroid-Based Outlier Detection Method

New Developments in Unsupervised Outlier Detection ◽

10.1007/978-981-15-9519-6_4 ◽

2020 ◽

pp. 71-112

Author(s):

Xiaochun Wang ◽

Xiali Wang ◽

Mitch Wilkes

Keyword(s):

Outlier Detection ◽

Nearest Neighbor ◽

Detection Method ◽

K Nearest Neighbor

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Overview and Contributions

New Developments in Unsupervised Outlier Detection ◽

10.1007/978-981-15-9519-6_1 ◽

2020 ◽

pp. 3-11

Author(s):

Xiaochun Wang ◽

Xiali Wang ◽

Mitch Wilkes

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