This paper presents an associated visualization model for the nonlinear and multivariate ecological datapredictionprocesses. Estimating impacts of changes in environmental conditions on biological entities is one of...
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ISBN:
(纸本)9783642249570;9783642249587
This paper presents an associated visualization model for the nonlinear and multivariate ecological datapredictionprocesses. Estimating impacts of changes in environmental conditions on biological entities is one of the required ecological data analyses. For the causality analysis, it is desirable to explain complex relationships between influential environmental data and responsive biological data through the process of ecological datapredictions. The proposed Self-Organizing Map Tree utilizes Self-Organizing Maps as nodes of a tree to make association among different ecological domain data and to observe the predictionprocesses. nonlineardatarelationships 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.
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