UGC NET CSE | June 2012 | Part 3 | Question: 12

Question

Which of the following can be used for clustering the data?

• A. Single layer perception
• B. Multilayer perception
• C. Self organizing map
• D. Radial basis function

Answer 1

Answer : Self Organizing Map

Self-organizing maps are a data visualization technique which reduce the dimensions of data through the use of self-organizing neural networks.It is a type of unsupervised learning. The goal is to discover some underlying structure of the data

Reference : SOM