An optimized hybrid kohonen neural network for ambiguity detection in cluster analysis using simulated annealing

• Main Authors: Md. Sap, Mohd. Noor, Mohebi, Ehsan
• Format: Book Section
• Published: Springer Verlag 2009
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/12991/; http://dx.doi.org/10.1007/978-3-642-01347-8_33
• Institution: Universiti Teknologi Malaysia

One of the popular tools in the exploratory phase of Data mining and Pattern Recognition is the Kohonen Self Organizing Map (SOM). The SOM maps the input space into a 2-dimensional grid and forms clusters. Recently experiments represented that to catch the ambiguity involved in cluster analysis, it...