Browsing Department of Computer & Software Engineering by Subject "Artificial life"

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The self-generating model: an adaptation of the self-organizing map for intellgent agents and data mining.

De Butléir, Amy; Daly, Mark; Russell, Mike (Springer International, 2018-04-19)

We present the Self-Generating Model (SGM), a new version of the Self-organizing Map (SOM) that has been adapted for use in intelligent data mining ALife agents. The SGM sacrifices the topology-preserving ability of the ...