Neural-Network-Based Fuzzy Logic Control and Decision System
IEEE Transactions on Computers - Special issue on artificial neural networks
On fuzzy implication operators
Fuzzy Sets and Systems
Adaptive fuzzy systems and control: design and stability analysis
Adaptive fuzzy systems and control: design and stability analysis
Neuro-fuzzy systems for function approximation
Fuzzy Sets and Systems - Special issue on analytical and structural considerations in fuzzy modeling
Foundations of Neuro-Fuzzy Systems
Foundations of Neuro-Fuzzy Systems
New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing (Studies in Fuzziness and Soft Computing, V. 143)
Flexible Neuro-fuzzy Systems: Structures, Learning and Performance Evaluation (Kluwer International Series in Engineering and Computer Science)
IEEE Transactions on Fuzzy Systems
Self-adaptive neuro-fuzzy inference systems for classification applications
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Neural Networks
Adaptive probabilistic neural networks for pattern classification in time-varying environment
IEEE Transactions on Neural Networks
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In the paper various neuro-fuzzy architectures will be tested and compared. These architectures are based on the weighted version of triangular norms in rule aggregation and Cartesian product parts. The main goal of the paper is to investigate if the new architectures lead to improvement of results of classification and approximation. The structures will be tested on the typical benchmarks (Wine Recognition, Wisconsin Breast Cancer Data, Nonlinear Dynamic Plant and Modeling of a Static Nonlinear Function).