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...
Saved in:
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: | |
Online Access: | 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 http://umpir.ump.edu.my/id/eprint/40889/ https://doi.org/10.17576/jsm-2023-5208-19 https://doi.org/10.17576/jsm-2023-5208-19 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
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) -
A new robust estimator to detect outliers for multivariate data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2019) -
Comparison of robust estimators for detecting outliers in multivariate datasets
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021) -
Comparison of Robust Estimators’ Performance for Detecting Outliers in Multivariate Data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2021)