Local convergence analysis of a grouped variable version of coordinate descent
Journal of Optimization Theory and Applications
Unsupervised Optimal Fuzzy Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Local models and Gaussian mixture models for statistical data processing
Local models and Gaussian mixture models for statistical data processing
Data mining methods for knowledge discovery
Data mining methods for knowledge discovery
Multiclass Linear Dimension Reduction by Weighted Pairwise Fisher Criteria
IEEE Transactions on Pattern Analysis and Machine Intelligence
Improved use of continuous attributes in C4.5
Journal of Artificial Intelligence Research
Similarity measures in fuzzy rule base simplification
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Fuzzy relational classifier trained by fuzzy clustering
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A survey of fuzzy clustering algorithms for pattern recognition. I
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Semantic constraints for membership function optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A transformed input-domain approach to fuzzy modeling
IEEE Transactions on Fuzzy Systems
Computers in Biology and Medicine
Breast cancer diagnosis using least square support vector machine
Digital Signal Processing
Improving probabilities in a fuzzy clustering partition
Fuzzy Sets and Systems
Medical data mining by fuzzy modeling with selected features
Artificial Intelligence in Medicine
An Artificial Immune Network Model Applied to Data Clustering and Classification
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Fuzzy Classifier with Probabilistic IF-THEN Rules
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
Support vector machines combined with feature selection for breast cancer diagnosis
Expert Systems with Applications: An International Journal
Travel Speed Prediction Using Fuzzy Reasoning
ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part I
OWA-weighted based clustering method for classification problem
Expert Systems with Applications: An International Journal
Granular Computing and Rough Sets to Generate Fuzzy Rules
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
An interpretable fuzzy rule-based classification methodology for medical diagnosis
Artificial Intelligence in Medicine
Statistical analysis of mammographic features and its classification using support vector machine
Expert Systems with Applications: An International Journal
Two cooperative ant colonies for feature selection using fuzzy models
Expert Systems with Applications: An International Journal
A meta-heuristic approach for improving the accuracy in some classification algorithms
Computers and Operations Research
Autonomous and deterministic supervised fuzzy clustering with data imputation capabilities
Applied Soft Computing
Neural Network Classifier with Entropy Based Feature Selection on Breast Cancer Diagnosis
Journal of Medical Systems
Investigating pollen data with the aid of fuzzy methods
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Expert Systems with Applications: An International Journal
A probabilistic fuzzy approach to modeling nonlinear systems
Neurocomputing
Expert Systems with Applications: An International Journal
Hybrid ensemble approach for classification
Applied Intelligence
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Neuro-fuzzy expert system for breast cancer diagnosis
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Design Ensemble Machine Learning Model for Breast Cancer Diagnosis
Journal of Medical Systems
An Expert Support System for Breast Cancer Diagnosis using Color Wavelet Features
Journal of Medical Systems
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Colon cell image segmentation based on level set and kernel-based fuzzy clustering
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Extended fuzzy c-means: an analyzing data clustering problems
Cluster Computing
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The classical fuzzy classifier consists of rules each one describing one of the classes. In this paper a new fuzzy model structure is proposed where each rule can represent more than one classes with different probabilities. The obtained classifier can be considered as an extension of the quadratic Bayes classifier that utilizes mixture of models for estimating the class conditional densities. A supervised clustering algorithm has been worked out for the identification of this fuzzy model. The relevant input variables of the fuzzy classifier have been selected based on the analysis of the clusters by Fisher's interclass separability criteria. This new approach is applied to the well-known wine and Wisconsin breast cancer classification problems.