221 search results - page 1 / 45 » Time Series Prediction by Perturbed Fuzzy Model |
EUSFLAT
2007
13 years 9 months ago
2007
This paper presents a fuzzy system approach to the prediction of nonlinear time series and dynamical systems based on a fuzzy model that includes its derivative information. The u...
IPMU
2010
Springer
13 years 11 months ago
2010
Springer
This article proposes knowledge-based short-time prediction methods for multivariate streaming time series, relying on the early recognition of local patterns. A parametric, well-i...
TFS
2008
13 years 7 months ago
2008
Abstract--In this paper, we introduce a novel approach to timeseries prediction realized both at the linguistic and numerical level. It exploits fuzzy cognitive maps (FCMs) along w...
EUSFLAT
2009
13 years 5 months ago
2009
IJCNN
2007
IEEE
14 years 1 months ago
2007
IEEE
— This paper suggests a constructive fuzzy system modeling for time series prediction. The model proposed is based on Takagi-Sugeno system and it comprises two phases. First, a f...