The proposed Self-Organizing Map Tree (SOMT) utilizes Self-Organizing Maps as nodes of a tree to make association among different domain data and to observe the prediction processes. Nonlinear data relationships and possible prediction outcomes are inspected through the processes of the SOMT that shows a good predictability of the target output for the given inputs.
To visualize the prediction processes for inspecting data causal relationships
Environmental problems and solutions - Ecological data analyses for management decision makings
Interactive and visualized method for Data relationships - Data predictions - Data Causalities
The method design and two experimental evaluations...
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