A new single linkage robust clustering outlier detection procedures for multivariate data

QR Code

A new single linkage robust clustering outlier detection procedures for multivariate data

Outliers are abnormal data, and the detection of outliers in multivariate data has always been of interest. Unlike univariate data, outlier detection for multivariate data is insufficient with a visual inspection. In this study, we developed a new single linkage robust clustering outlier detection p...

Full description

Bibliographic Details
Main Authors:	Sharifah Sakinah, Syed Abd Mutalib, Siti Zanariah, Satari, Wan Nur Syahidah, Wan Yusoff
Format:	Article
Language:	English English
Published:	Penerbit Universiti Kebangsaan Malaysia 2023
Subjects:	Q Science (General) QA Mathematics
Online Access:	http://umpir.ump.edu.my/id/eprint/40889/ http://umpir.ump.edu.my/id/eprint/40889/1/A%20new%20single%20linkage%20robust%20clustering%20outlier%20detection.pdf http://umpir.ump.edu.my/id/eprint/40889/2/A%20new%20single%20linkage%20robust%20clustering%20outlier%20detection%20procedures%20for%20multivariate%20data_ABS.pdf

Similar Items

A new single linkage robust clustering outlier detection procedures for multivariate data
by: Sharifah Sakinah Syed Abd Mutalib,, et al.
Published: (2023)

Improved robust estimator and clustering procedures for multivariate outliers detection
by: Sharifah Sakinah, Syed Abd Mutalib
Published: (2023)

Comparison of robust estimators for detecting outliers in multivariate datasets
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)

A new robust estimator to detect outliers for multivariate data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2019)

Comparison of Robust Estimators’ Performance for Detecting Outliers in Multivariate Data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)

A review on outliers-detection methods for multivariate data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)

Synthetic multivariate data generation procedure with various outlier scenarios using R programming language
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2022)

The effect of different similarity distance measures in detecting outliers using single-linkage clustering algorithm for univariate circular biological data
by: Nur Syahirah, Zulkipli, et al.

Single-linkage method to detect multiple outliers with different outlier scenarios in circular regression model
by: Siti Zanariah, Satari, et al.
Published: (2018)

Detection of different outlier scenarios in circular regression model using single-linkage method
by: N. M. F., Di, et al.
Published: (2017)

The multiple outliers detection for circular univariate data using different agglomerative clustering algorithms
by: Nur Syahirah, Zulkipli, et al.
Published: (2024)

A synthetic data generation procedure for univariate circular data with various outliers scenarios using Python programming language
by: Nur Syahirah, Zulkipli, et al.
Published: (2021)

The performance of Diagnostic-Robust F in the identification of multivariate outliers.
by: Midi, Habshah

The effect of different distance measures in detecting outliers using clustering-based algorithm for circular regression model
by: Nur Faraidah, Muhammad Di, et al.
Published: (2017)

Parameter estimation and outlier detection for some types of circular model
by: Siti Zanariah, Satari
Published: (2015)

Comparative study of clustering-based outliers detection methods in circularcircular regression model
by: Siti Zanariah, Satari, et al.
Published: (2021)

Descriptive analysis of circular data with outliers using Python programming language
by: N. S., Zulkipli, et al.
Published: (2020)

Comparative study of clustering-based outliers detection methods in circular-circular regression model
by: Siti Zanariah Satari,, et al.
Published: (2021)

Comparative study of clustering-based outliers detection methods in circular-circular regression model
by: Siti Zanariah, Satari, et al.
Published: (2021)

Graphical Summaries of Circular Data with Outliers Using Python Programming Language
by: Nur Syahirah, Zulkipli, et al.
Published: (2021)

The performance of clustering approach with robust mm-estimator for multiple outlier detection in linear regression
by: Mohd. Azmi, Nurulhuda Firdaus, et al.
Published: (2006)

Eigenstructure-based angle for detecting outliers in multivariate data
by: Nazrina Aziz,
Published: (2014)

Multiple outliers detection procedures in linear regression
by: Adnan, Robiah, et al.
Published: (2003)

Abnormalities detection in apert syndrome using hierarchical clustering algorithms
by: Nur Syahirah, Zulkipli, et al.
Published: (2025)

Parameter estimation and outlier detection for some types of circular model / Siti Zanariah binti Satari
by: Satari, Siti Zanariah
Published: (2015)

Robust statistical procedures for multiple linear regression model in the presence of multicollinearity and outliers
by: Hendi, Hasan Talib Hendi.
Published: (2023)

Spatial functional outlier detection in multivariate spatial functional data
by: Nur Fatihah Mohd Ali,, et al.
Published: (2024)

Identifying multiple outliers in linear regression : Robust fit and clustering approach
by: Adnan, Robiah, et al.
Published: (2001)

Robust Estimation Methods And Outlier Detection In Mediation Models
by: Fitrianto, Anwar
Published: (2010)

Robust outlier detection and estimation in response surface methodology
by: Mustafa, Mohd Shafie
Published: (2015)

Robust estimation and detection of outliers in simultaneous regression model
by: Mahdi, Orooba Mohsin
Published: (2016)

Improvement on the innovational outlier detection procedure in a bilinear model
by: Mohamed .I.B,, et al.
Published: (2011)

Robust control charts for change points detection in presence of outliers
by: Ng, Kooi Huat
Published: (2012)

Outlier detection in circular regression model using minimum spanning tree method
by: Nur Faraidah, Muhammad Di, et al.
Published: (2019)

The Multiple Outliers Detection using Agglomerative Hierarchical Methods in Circular Regression Model
by: Siti Zanariah, Satari, et al.
Published: (2017)

Outlier detection in circular regression model using minimum spanning tree method
by: Nur Faraidah, Muhammad Di, et al.
Published: (2019)

A further study comparing forward search multivariate outlier methods including ATLA with an application to clustering
by: Clarke, Brenton R, et al.
Published: (2023)

Robust Outlier Detection and Saliency Features Estimation in Point Cloud Data
by: Nurunnabi, Abdul, et al.
Published: (2013)

Identifying multiple outliers in linear functional relationship model using a robust clustering method
by: Adilah Abdul Ghapor,, et al.
Published: (2023)

Dealing with Outliers: Robust, Resistant Regression
by: Glasser, Leslie
Published: (2007)