Granular self-organizing map (grSOM) for structure identification

DOI10.1016/j.neunet.2005.07.012zbMath1100.68093OpenAlexW2065915196WikidataQ51963772 ScholiaQ51963772MaRDI QIDQ2507322

Vassilis G. Kaburlasos, S. E. Papadakis

Publication date: 10 October 2006

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2005.07.012

zbMATH Keywords

classificationlattice theorystatisticsgenetic algorithm (GA) optimizationfuzzy inference system (FIS)fuzzy interval number (FIN)linguistic granuleself organizing map (SOM)

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (3)

Binary image 2D shape learning and recognition based on lattice-computing (LC) techniques ⋮ Piecewise-linear approximation of non-linear models based on probabilistically/possibilistically interpreted intervals' numbers (INs) ⋮ Fuzzy lattice reasoning (FLR) classifier and its application for ambient ozone estimation

Uses Software

• UCI-ml
• GTM

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• SOM-based algorithms for qualitative variables
• Fuzzy sets and statistical data
• Structure identification of fuzzy model
• Fuzzy sets as a basis for a theory of possibility
• Self-organizing maps of symbol strings
• An approach for on-line extraction of fuzzy rules using a self-organising fuzzy neural network
• Intuitionistic fuzzy sets. Theory and applications
• A GA-based fuzzy modeling approach for generating TSK models
• Improved learning of Riemannian metrics for exploratory analysis
• Self-organizing maps and clustering methods for matrix data
• ON THE EQUIVALENCE BETWEEN FUZZY AND STATISTICAL CLASSIFIERS
• Fuzzy identification of systems and its applications to modeling and control
• An experiment in linguistic synthesis with a fuzzy logic controller
• From computing with numbers to computing with words. From manipulation of measurements to manipulation of perceptions
• 10.1162/153244304322765621
• Fuzzy sets
• Statistical modeling, analysis and management of fuzzy data

This page was built for publication: Granular self-organizing map (grSOM) for structure identification