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Hitherto dimensionality/feature reduction techniques are studied with reference to conventional data, where the objects are represented by numerical vectors. This proposal is to extend the notion of dimensionality reduction to more generalised objects called Symbolic data. A mathematical model which achieves generation of symbolic features - particularly of span type - in transformed lower-dimensional...
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