Smoothed self-organizing map for robust clustering
type: Item
instance of: scholarly article
title: Smoothed self-organizing map for robust clustering
zbMATH Open document ID: 1461.62094
author: Pierpaolo D'Urso
author: L. De Giovanni
author: Riccardo Massari
published in: Information Sciences
publication date: 2021-03-18T00:00:00Z
full work available at URL: http://hdl.handle.net/11573/1336423
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 62G32
Mathematics Subject Classification ID: 62G35
Mathematics Subject Classification ID: 60F10
Mathematics Subject Classification ID: 62P25
zbMATH DE Number: 7325051
zbMATH Keywords: self-organizing map (SOM)
zbMATH Keywords: robust SOM
zbMATH Keywords: outliers
zbMATH Keywords: clustering
zbMATH Keywords: exponential distance
zbMATH Keywords: robust learning rule
zbMATH Keywords: digital innovation
zbMATH Keywords: social network analysis
zbMATH Keywords: Twitter
describes a project that uses: LOF
describes a project that uses: MNM
MaRDI profile type: Publication
OpenAlex ID: W2952245108
cites work: Exponential distance-based fuzzy clustering for interval-valued data
cites work: Saving human lives: what complexity science and information systems can contribute
cites work: Q4339100
cites work: Self-organization and associative memory
cites work: Unsupervised Feature Selection via Nonnegative Spectral Analysis and Redundancy Control
cites work: The flood algorithm -- a multivariate, self-organizing-map-based, robust location and covariance estimator
cites work: Multivariate nonparametric methods with R. An approach based on spatial signs and ranks.
cites work: Convergence properties of Kohonen's topology conserving maps: Fluctuations, stability, and dimension selection
cites work: Alternative c-means clustering algorithms
cites work: A comment on ``Alternative c-means clustering algorithms''.
DOI: 10.1016/J.INS.2019.06.038
description: scientific article; zbMATH DE number 7325051