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- Growing_self-organizing_map abstract "A growing self-organizing map (GSOM) is a growing variant of the popular self-organizing map (SOM). The GSOM was developed to address the issue of identifying a suitable map size in the SOM. It starts with a minimal number of nodes (usually 4) and grows new nodes on the boundary based on a heuristic. By using the value called Spread Factor (SF), the data analyst has the ability to control the growth of the GSOM.All the starting nodes of the GSOM are boundary nodes, i.e. each node has the freedom to grow in its own direction at the beginning. (Fig. 1) New Nodes are grown from the boundary nodes. Once a node is selected for growing all its free neighboring positions will be grown new nodes. The figure shows the three possible node growth options for a rectangular GSOM.".
- Growing_self-organizing_map thumbnail GSOM-new-node-growth.gif?width=300.
- Growing_self-organizing_map wikiPageExternalLink JTECH1848.1.
- Growing_self-organizing_map wikiPageID "30867546".
- Growing_self-organizing_map wikiPageLength "7013".
- Growing_self-organizing_map wikiPageOutDegree "18".
- Growing_self-organizing_map wikiPageRevisionID "632646778".
- Growing_self-organizing_map wikiPageWikiLink Artificial_intelligence.
- Growing_self-organizing_map wikiPageWikiLink Category:Artificial_neural_networks.
- Growing_self-organizing_map wikiPageWikiLink Category:Machine_learning_algorithms.
- Growing_self-organizing_map wikiPageWikiLink Classification_in_machine_learning.
- Growing_self-organizing_map wikiPageWikiLink Cluster_analysis.
- Growing_self-organizing_map wikiPageWikiLink Data_mining.
- Growing_self-organizing_map wikiPageWikiLink Elastic_map.
- Growing_self-organizing_map wikiPageWikiLink File:GSOM-new-node-growth.gif.
- Growing_self-organizing_map wikiPageWikiLink Machine_learning.
- Growing_self-organizing_map wikiPageWikiLink Nonlinear_dimensionality_reduction.
- Growing_self-organizing_map wikiPageWikiLink Self-organizing_map.
- Growing_self-organizing_map wikiPageWikiLink Self_Organizing_Map.
- Growing_self-organizing_map wikiPageWikiLink Statistical_classification.
- Growing_self-organizing_map wikiPageWikiLink Time_Adaptive_Self-Organizing_Map.
- Growing_self-organizing_map wikiPageWikiLink File:SOM_versus_GSOM.png.
- Growing_self-organizing_map wikiPageWikiLinkText "Growing self-organizing map".
- Growing_self-organizing_map wikiPageWikiLinkText "growing self-organizing map".
- Growing_self-organizing_map hasPhotoCollection Growing_self-organizing_map.
- Growing_self-organizing_map wikiPageUsesTemplate Template:Reflist.
- Growing_self-organizing_map subject Category:Artificial_neural_networks.
- Growing_self-organizing_map subject Category:Machine_learning_algorithms.
- Growing_self-organizing_map hypernym Variant.
- Growing_self-organizing_map type Algorithm.
- Growing_self-organizing_map type Network.
- Growing_self-organizing_map comment "A growing self-organizing map (GSOM) is a growing variant of the popular self-organizing map (SOM). The GSOM was developed to address the issue of identifying a suitable map size in the SOM. It starts with a minimal number of nodes (usually 4) and grows new nodes on the boundary based on a heuristic. By using the value called Spread Factor (SF), the data analyst has the ability to control the growth of the GSOM.All the starting nodes of the GSOM are boundary nodes, i.e.".
- Growing_self-organizing_map label "Growing self-organizing map".
- Growing_self-organizing_map sameAs m.0db22z.
- Growing_self-organizing_map sameAs Q5611677.
- Growing_self-organizing_map sameAs Q5611677.
- Growing_self-organizing_map wasDerivedFrom Growing_self-organizing_map?oldid=632646778.
- Growing_self-organizing_map depiction GSOM-new-node-growth.gif.
- Growing_self-organizing_map isPrimaryTopicOf Growing_self-organizing_map.
