Smoothed self-organizing map for robust clustering

DOI10.1016/j.ins.2019.06.038zbMath1461.62094OpenAlexW2952245108MaRDI QIDQ1999170

Livia De Giovanni, Pierpaolo D'Urso, Riccardo Massari

Publication date: 18 March 2021

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/11573/1336423

zbMATH Keywords

outliersclusteringTwittersocial network analysisself-organizing map (SOM)exponential distancedigital innovationrobust learning rulerobust SOM

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to social sciences (62P25) Statistics of extreme values; tail inference (62G32) Large deviations (60F10)

Related Items (2)

RT-GSOM: rough tolerance growing self-organizing map ⋮ An integrated model for medical expense system optimization during diagnosis process based on artificial intelligence algorithm

Uses Software

• MNM
• LOF

Cites Work

• Unnamed Item
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• A comment on ``Alternative c-means clustering algorithms.
• Exponential distance-based fuzzy clustering for interval-valued data
• Alternative c-means clustering algorithms
• Saving human lives: what complexity science and information systems can contribute
• Unsupervised Feature Selection via Nonnegative Spectral Analysis and Redundancy Control

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