Fuzzy mathematical techniques with applications
Fuzzy mathematical techniques with applications
Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence
Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence
Fuzzy sets and fuzzy logic: theory and applications
Fuzzy sets and fuzzy logic: theory and applications
Fuzzy engineering
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Static and Dynamic Neural Networks: From Fundamentals to Advanced Theory
Static and Dynamic Neural Networks: From Fundamentals to Advanced Theory
A Fast Stochastic Error-Descent Algorithm for Supervised Learning and Optimization
Advances in Neural Information Processing Systems 5, [NIPS Conference]
Global stability of generalized additive fuzzy systems
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Fuzzy macromodel for dynamic simulation of microelectromechanical systems
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
The shape of fuzzy sets in adaptive function approximation
IEEE Transactions on Fuzzy Systems
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Stock price forecasting has attracted tremendous attention of researchers over the past several decades. Many techniques thus have been proposed so far to deal with the problem. This paper presents an application of a computational intelligence technique - a fuzzy inference system, namely Standard Additive Model (SAM), for predicting stock price time series data. The modelling and learning power of the SAM have been benefited to build the model that is capable of prediction functionalities. Experimental results have demonstrated that the proposed approach outperforms the traditional Auto Regressive Moving Average (ARMA) model in terms of the forecasting performance.