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The properties of moving approximation (MAP) transform and its application to time series data mining are discussed. MAP transform replaces time series values by slope values of lines approximating time series data in sliding window. A simple method of MAP transform calculation for time series with fixed time step is proposed. Based on MAP the measures of… (More)

Perception based function (PBF) is given by the set of rules R i : " If X is T i then Y is S i " , where T i is a linguistic term describing some fuzzy intervals A i on the domain of real values of X and S i is a linguistic description of the shape of the function Y(X) on this interval. The methods of explicitation of such type of rules when S i are given… (More)

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