Now showing items 1-2 of 2

  • Thumbnail

    A self-growing approach for self-organizing map with automatic stopping condition 

    Kim, Se Won (Bangkok : Assumption University, 2013)
  • Thumbnail

    A Self-Growing and Self-Organizing Batch Map with Automatic Stopping Condition 

    Kim, Se Won; To, Tang Van (2013)

    This paper proposes a model of self-growing and self-organizing feature map designed to alleviate the difficulty of predetermining an appropriate size and shape of the feature map suitable for the input data in the applications of the Self-Organizing Map. The proposed model progressively builds a feature map by incremental growing of the network in a way that maintains two-dimensional regular grid structure and gradual adaptation of the reference vectors by coordinated competitive learning dynamics of the Batch Map algorithm. Experimental results ...