Initialization of Self-Organizing Maps: Principal Components Versus Random Initialization. A Case Study

22 Oct 2012A. A. AkindukoE. M. Mirkes

The performance of the Self-Organizing Map (SOM) algorithm is dependent on the initial weights of the map. The different initialization methods can broadly be classified into random and data analysis based initialization approach... (read more)

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