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- I. Batyrshin, R. Herrera-Avelar, L. Sheremetov, A. Panova
- NAFIPS 2005 - 2005 Annual Meeting of the North…
- 2005

We discuss a new method of time series data mining using moving approximation (MAP) transform and association measures based on MAP. MAP transform replaces time series values by slope values of lines approximating time series data in sliding window. An effective method of MAP transform calculation for time series with fixed time step is proposed. Based on… (More)

- Ildar Z. Batyrshin, Raúl Herrera-Avelar, Leonid Sheremetov, Aleksandra Panova
- Perception-based Data Mining and Decision Making…
- 2007

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)

- Ildar Z. Batyrshin, Imre J. Rudas, Aleksandra Panova
- Towards Intelligent Engineering and Information…
- 2009

- Ildar Z. Batyrshin, Aleksandra Panova
- EUSFLAT Conf.
- 2003

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)

- Ildar Batyrshin, Leonid Sheremetov, +20 authors Antonio Carlos Pinto
- Studies in Computational Intelligence
- 2007

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