A Fuzzy Diagnostic Model and Its Application in Automotive Engineering Diagnosis
Applied Intelligence
Fuzzy Controller Generation with a Fuzzy Classification Method
Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days
Evolutionary Subsethood Product Fuzzy Neural Network
AFSS '02 Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta: Advances in Soft Computing
A fuzzy neural network approach to machine condition monitoring
Computers and Industrial Engineering - Special issue: Selected papers from the 25th international conference on computers & industrial engineering in New Orleans, Louisiana
Simulated Annealing Using a Reversible Jump Markov Chain Monte Carlo Algorithm for Fuzzy Clustering
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Logic - Oriented Fuzzy Neural Networks
International Journal of Hybrid Intelligent Systems
Time sequence data mining using time-frequency analysis and soft computing techniques
Applied Soft Computing
Time series pattern recognition using s-transform and soft computing
International Journal of Knowledge-based and Intelligent Engineering Systems
Computational Intelligence techniques for Web personalization
Web Intelligence and Agent Systems
Extracting symbolic knowledge from recurrent neural networks---A fuzzy logic approach
Fuzzy Sets and Systems
Logic-oriented neural networks for fuzzy neurocomputing
Neurocomputing
Temporal semantics: an extended definition for neural morphisms
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Analysis of artificial neural network learning near temporary minima: A fuzzy logic approach
Fuzzy Sets and Systems
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Some connectivity based cluster validity indices
Applied Soft Computing
Hierarchical neuro-fuzzy call admission controller for ATM networks
Computer Communications
A generalized automatic clustering algorithm in a multiobjective framework
Applied Soft Computing
Fuzzy-Rule Based Adaptive Data Warehouse: An Extension of Data Warehouse as Knowledge Warehouse
International Journal of Applied Evolutionary Computation
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A connectionist expert system model, based on a fuzzy version of the multilayer perceptron developed by the authors, is proposed. It infers the output class membership value(s) of an input pattern and also generates a measure of certainty expressing confidence in the decision. The model is capable of querying the user for the more important input feature information, if and when required, in case of partial inputs. Justification for an inferred decision may be produced in rule form, when so desired by the user. The magnitudes of the connection weights of the trained neural network are utilized in every stage of the proposed inferencing procedure. The antecedent and consequent parts of the justificatory rules are provided in natural forms. The effectiveness of the algorithm is tested on the speech recognition problem, on some medical data and on artificially generated intractable (linearly nonseparable) pattern classes