A hybrid modular neural network architecture with fuzzy Sugeno integration for time series forecasting

Applying a combined fuzzy systems and GARCH model to adaptively forecast stock market volatility

“…In this paper, we propose a fuzzy GARCH model based on fuzzy systems [13][14][15][16][17]. Fuzzy modeling methods are promising techniques for describing complex dynamics and asymmetries in systems.…”

A hybrid approach for image recognition combining type-2 fuzzy logic, modular neural networks and the Sugeno integral

“…The design of the modular neural network consists of three monolithic feed-forward neural networks, and each one is trained with a supervised method with the first seven samples of the 40 images of ORL [26,27].…”

An intelligent short term stock trading fuzzy system for assisting investors in portfolio management

“…Fuzzy logic is one of the soft computing techniques, which are nonlinear in nature and are considered to be part of artificial intelligence (Russell and Norvig, 2014; Kumar and Ravi, 2007;Melin et al, 2007). Fuzzy systems have thus been used with success in many applications in the real world (Crespo et al, 2012).…”