Journal of Intelligent and Robotic Systems
Noisy Speech Segmentation/Enhancement with Multiband Analysis and Neural Fuzzy Networks
AFSS '02 Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta: Advances in Soft Computing
Neuro-fuzzy adaptive control based on dynamic inversion for robotic manipulators
Fuzzy Sets and Systems - Special issue: Fuzzy set techniques for intelligent robotic systems
Evolution of Voronoi based fuzzy recurrent controllers
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Distributed recursive learning for shape recognition through multiscale trees
Image and Vision Computing
A self-organizing feature map-driven approach to fuzzy approximate reasoning
Expert Systems with Applications: An International Journal
An adaptive recurrent fuzzy system for nonlinear identification
Applied Soft Computing
An improved algorithm for online identification of evolving TS fuzzy models
FS'07 Proceedings of the 8th Conference on 8th WSEAS International Conference on Fuzzy Systems - Volume 8
A nonlinear transversal fuzzy filter with online clustering
ICECS'03 Proceedings of the 2nd WSEAS International Conference on Electronics, Control and Signal Processing
An online self-improved fuzzy filter and its applications
ICECS'03 Proceedings of the 2nd WSEAS International Conference on Electronics, Control and Signal Processing
A new pseudo-Gaussian-based recurrent fuzzy CMAC model for dynamic systems processing
International Journal of Systems Science
The clustering algorithm for nonlinear system identification
WSEAS Transactions on Computers
Clustering for nonlinear system identification
ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
Minimal model dimension/order determination algorithms for recurrent neural networks
Pattern Recognition Letters
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
A recurrent fuzzy filter for the analysis of lung sounds
Fuzzy Sets and Systems
A recurrent self-evolving interval type-2 fuzzy neural network for dynamic system processing
IEEE Transactions on Fuzzy Systems
SOFMLS: online self-organizing fuzzy modified least-squares network
IEEE Transactions on Fuzzy Systems
An evolving fuzzy neural network based on the mapping of similarities
IEEE Transactions on Fuzzy Systems
Gene regulatory network from microarray data using dynamic neural fuzzy approach
ISB '10 Proceedings of the International Symposium on Biocomputing
Multi groups cooperation based symbiotic evolution for TSK-type neuro-fuzzy systems design
Expert Systems with Applications: An International Journal
A locally recurrent fuzzy neural network with support vector regression for dynamic-system modeling
IEEE Transactions on Fuzzy Systems
Qualitative modeling of dynamical systems employing continuous-time recurrent fuzzy systems
Fuzzy Sets and Systems
Fuzzy wavelet neural network models for prediction and identification of dynamical systems
IEEE Transactions on Neural Networks
Recurrent fuzzy system design using elite-guided continuous ant colony optimization
Applied Soft Computing
Expert Systems with Applications: An International Journal
Design of intelligent self-tuning GA ANFIS temperature controller for plastic extrusion system
Modelling and Simulation in Engineering
Some key issues in the design of self-organizing fuzzy control systems
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Recurrent neuro-fuzzy network models for reverse engineering gene regulatory interactions
CompLife'05 Proceedings of the First international conference on Computational Life Sciences
Engineering Applications of Artificial Intelligence
Expert Systems with Applications: An International Journal
Recurrent wavelet-based neuro fuzzy networks for dynamic system identification
Mathematical and Computer Modelling: An International Journal
Modeling with discrete-time recurrent fuzzy systems via mixed-integer optimization
Fuzzy Sets and Systems
Hybrid adaptive wavelet-neuro-fuzzy system for chaotic time series identification
Information Sciences: an International Journal
A context layered locally recurrent neural network for dynamic system identification
Engineering Applications of Artificial Intelligence
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A recurrent self-organizing neural fuzzy inference network (RSONFIN) is proposed. The RSONFIN is inherently a recurrent multilayered connectionist network for realizing the basic elements and functions of dynamic fuzzy inference, and may be considered to be constructed from a series of dynamic fuzzy rules. The temporal relations embedded in the network are built by adding some feedback connections representing the memory elements to a feedforward neural fuzzy network. Each weight as well as node in the RSONFIN has its own meaning and represents a special element in a fuzzy rule. There are no hidden nodes initially in the RSONFIN. They are created online via concurrent structure identification and parameter identification. The structure learning together with the parameter learning forms a fast learning algorithm for building a small, yet powerful, dynamic neural fuzzy network. Two major characteristics of the RSONFIN can thus be seen: 1) the recurrent property of the RSONFIN makes it suitable for dealing with temporal problems and 2) no predetermination, like the number of hidden nodes, must be given, since the RSONFIN can find its optimal structure and parameters automatically and quickly. Moreover, to reduce the number of fuzzy rules generated, a flexible input partition method, the aligned clustering-based algorithm, is proposed. Various simulations on temporal problems are done and performance comparisons with some existing recurrent networks are also made. Efficiency of the RSONFIN is verified from these results