Concepedia

Analysis and prediction of time series using fuzzy transform

Irina Perfilieva, Vilém Novák, Viktor Pavliska, Antonı́n Dvořák, Martin Štěpnička

2008 · 43 citations · 10 references

DOI

Concepts

Abstract

A new methodology for forecasting of time series is proposed. It is based on combination of two techniques: fuzzy transform and perception-based logical deduction on the basis of learned linguistic description.

References

10

Fuzzy transforms: Theory and applications

Irina Perfilieva · Fuzzy Sets and Systems · 2005 · 585 citations

, , +7

Sequential Adaptive Fuzzy Inference System (SAFIS) for nonlinear system identification and prediction

Hai-Jun Rong, N. Sundararajan, Guang-Bin Huang et al. · Fuzzy Sets and Systems · 2006 · 379 citations

, , +12

A comprehensive theory of trichotomous evaluative linguistic expressions

Vilém Novák · Fuzzy Sets and Systems · 2008 · 179 citations

, , +9

Hybridization of intelligent techniques and ARIMA models for time series prediction

Olga Valenzuela, Ignacio Rojas, Fernando Rojas et al. · Fuzzy Sets and Systems · 2007 · 179 citations

, , +15

Logical structure of fuzzy IF-THEN rules

Vilém Novák, Stephan Lehmke · Fuzzy Sets and Systems · 2006 · 117 citations

, , +9