RT-GSOM: rough tolerance growing self-organizing map

DOI10.1016/j.ins.2021.01.039zbMath1527.68191OpenAlexW3130981161MaRDI QIDQ6086298

Sobhan Sarkar, Jyotirmoy Maiti, Pabitra Mitra, Anima Pramanik

Publication date: 9 November 2023

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

Full work available at URL: https://doi.org/10.1016/j.ins.2021.01.039

zbMATH Keywords

unsupervised learningclustering algorithmGSOM.indiscernible reductsrough tolerance information

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Automatic clustering using genetic algorithms
• Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
• Smoothed self-organizing map for robust clustering
• Rough self organizing map
• TreeSOM: cluster analysis in the self-organizing map
• Clustering of time series data -- a survey
• Learning Theory
• Regularized nonsmooth Newton method for multi-class support vector machines