12 March 2002 Feature transformations and structure of attributes
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Abstract
Let V be a set real world entities, that admits a relational model. An attribute induces an equivalence relation on V and will be regarded as such. Let A* be the set of such equivalence relations and their refinements. Then the smallest sublattice L(A*) generated by A* in the parition lattice of V is called generalized relation lattice. The set of the granules in L(A*) whose cardinality is above certain threshhold is the set of all possible patterns derivable from the given attributes (features) of the given relation.
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Tsau Young Lin, "Feature transformations and structure of attributes", Proc. SPIE 4730, Data Mining and Knowledge Discovery: Theory, Tools, and Technology IV, (12 March 2002); doi: 10.1117/12.460211; https://doi.org/10.1117/12.460211
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