A neuro-fuzzy system for ash property prediction
Second international workshop on Intelligent systems design and application
A neuro-fuzzy framework for predicting ash properties in combustion processes
Neural, Parallel & Scientific Computations - Special issue: Advances in intelligent systems and applications
Fuzzy modeling of diesel engine using modified self-organizing map network
Systems Analysis Modelling Simulation
State-Space Recurrent Fuzzy Neural Networks for Nonlinear System Identification
Neural Processing Letters
System identification using hierarchical fuzzy neural networks with stable learning algorithm
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
A neuro-fuzzy based forecasting approach for rush order control applications
Expert Systems with Applications: An International Journal
Nonlinear Systems Identification via Two Types of Recurrent Fuzzy CMAC
Neural Processing Letters
A Hybrid Knowledge-Based Neural-Fuzzy Network Model with Application to Alloy Property Prediction
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Fuzzy model validation using the local statistical approach
Fuzzy Sets and Systems
A Framework for Designing a Fuzzy Rule-Based Classifier
ADT '09 Proceedings of the 1st International Conference on Algorithmic Decision Theory
Engineering Applications of Artificial Intelligence
Neuro-fuzzy modeling tools for estimation of torque in Savonius rotor wind turbine
Advances in Engineering Software
Reduced-support-vector-based fuzzy-neural model with application to the material property prediction
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 6
Biogeography-based optimization of neuro-fuzzy system parameters for diagnosis of cardiac disease
Proceedings of the 12th annual conference on Genetic and evolutionary computation
A neural-fuzzy modelling framework based on granular computing: Concepts and applications
Fuzzy Sets and Systems
Intelligent fabric hand prediction system with fuzzy neural network
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Advances in Engineering Software
Neural, fuzzy and Grey-Box modelling for entry temperature prediction in a hot strip mill
Expert Systems with Applications: An International Journal
Granular computing neural-fuzzy modelling: A neutrosophic approach
Applied Soft Computing
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A systematic neural-fuzzy modeling framework that includes the initial fuzzy model self-generation, significant input selection, partition validation, parameter optimization, and rule-base simplification is proposed in this paper. In this framework, the structure identification and parameter optimization are carried out automatically and efficiently by the combined use of a sell-organization network, fuzzy clustering, adaptive back-propagation learning, and similarity analysis-based model simplification. The proposed neuro-fuzzy modeling approach has been used for nonlinear system identification and mechanical property prediction in hot-rolled steels from construct composition and microstructure data. Experimental studies demonstrate that the predicted mechanical properties have a good agreement with the measured data by using the elicited fuzzy model with a small number of rules