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Nonlinear
mapping technique developed for self-organizing neural
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network
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Characteristics
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More efficient compared to other non-linear mapping algorithms:
MDS-O(M3),
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Sammon’s
mapping -O(M2N),CCA-O(M2)
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Precise
distance cost function to reduce high dimensional data with high accuracy
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Far
less problem of local minima
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MDS:
computationally intensive post-processing step
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Self-learning
capability for adding new nodes
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Not
yet explored further in our work though
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