The multiple outliers detection for circular univariate data using different agglomerative clustering algorithms

QR Code

The multiple outliers detection for circular univariate data using different agglomerative clustering algorithms

Circular data or also called angular data has been piqued the interest of researchers to explore and extend the procedure of outlier detection since many decades ago. Outliers are the set of observations that are significantly deviated or dissimilar from the rest of the dataset. In univariate circul...

Full description

Bibliographic Details
Main Authors:	Nur Syahirah, Zulkipli, Siti Zanariah, Satari, Wan Nur Syahidah, Wan Yusoff
Format:	Conference or Workshop Item
Language:	English
Published:	AIP Publishing 2024
Subjects:	Q Science (General) QA Mathematics
Online Access:	https://umpir.ump.edu.my/id/eprint/46001/

Similar Items

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.

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

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)

Review on outliers identification methods for univariate circular biological data
by: Siti Zanariah, Satari, et al.
Published: (2020)

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

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)

Adjusting outliers in univariate circular data
by: Mahmood, Ehab A., et al.
Published: (2017)

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

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)

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
by: Siti Zanariah, Satari
Published: (2015)

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

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

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

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

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

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

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

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)

Modified sequential fences for identifying univariate outliers
by: Wong, Hui Shein
Published: (2016)

Outlier detection in multiple circular regression model using DFFITC statistic
by: Najla Ahmed Alkasadi,, et al.
Published: (2019)

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

A Comparative Agglomerative Hierarchical Clustering Method to Cluster Implemented Course
by: Sembiring, Rahmat Widia, et al.
Published: (2010)

Web-Based Route Optimization System For Logistic Using Agglomerative Clustering And Genetic Algorithm
by: Tan, Chee Kuan
Published: (2020)

Outlier detection in circular data and circular-circular regression model / Adzhar Rambli
by: Adzhar, Rambli
Published: (2011)

Review on circular-linear regression models
by: Hanin Hazwani, Mohammad, et al.
Published: (2021)

Robust detection measures and robust parameter estimation methods in circular univariate and simple circular regression model
by: Mahmood, Ehab Abdulsalam
Published: (2017)

Outlier detection in a circular regression model
by: Adzhar Rambli,, et al.
Published: (2015)

Detection of outliers in circular regression model via DFBETAc IS statistic
by: Intan Mastura Ramlee,, et al.
Published: (2024)

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

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)

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

Detection of outliers in the response and explanatory variables of the simple circular regression model
by: Mahmood, Ehab A., et al.
Published: (2016)

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

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

Cranial morphology associated with syndromic graniosynostosis: A potential detection of abnormality in patient’s cranial growth using angular statistics
by: Nur Syahirah, Zulkipli, et al.
Published: (2022)