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» Time Series Prediction by Perturbed Fuzzy Model
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FUZZIEEE
2007
IEEE
15 years 5 months ago
An On-Line Fuzzy Predictor from Real-Time Data
The algorithm of on-line predictor from input-output data pairs will be proposed. In this paper, it proposed an approach to generate fuzzy rules of predictor from real-time input-o...
Chih-Ching Hsiao, Shun-Feng Su
77
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MLDM
2009
Springer
15 years 5 months ago
Memory-Based Modeling of Seasonality for Prediction of Climatic Time Series
The paper describes a method for predicting climate time series that consist of significant annual and diurnal seasonal components and a short-term stockastic component. A memory...
Daniel Nikovski, Ganesan Ramachandran
104
Voted
APIN
2008
305views more  APIN 2008»
14 years 11 months ago
A generalized model for financial time series representation and prediction
Abstract Traditional financial analysis systems utilize lowlevel price data as their analytical basis. For example, a decision-making system for stock predictions regards raw price...
Depei Bao
95
Voted
FSS
2010
100views more  FSS 2010»
14 years 8 months ago
Linearity testing for fuzzy rule-based models
In this paper, we introduce a linearity test for fuzzy rule-based models in the framework of time series modeling. To do so, we explore a family of statistical models, the regime ...
José Luis Aznarte, Marcelo C. Medeiros, Jos...
77
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ASC
2007
14 years 11 months ago
Time series prediction with single multiplicative neuron model
R. N. Yadav, Prem Kumar Kalra, Joseph John