Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
C4.5: programs for machine learning
C4.5: programs for machine learning
Floating search methods in feature selection
Pattern Recognition Letters
The KDD process for extracting useful knowledge from volumes of data
Communications of the ACM
Feature Selection: Evaluation, Application, and Small Sample Performance
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using neural networks for data mining
Future Generation Computer Systems - Special double issue on data mining
FILM: a fuzzy inductive learning method for automated knowledge acquisition
Decision Support Systems - Special issue: expertise and modeling expert decision making
Machine Learning for Information Extraction in Informal Domains
Machine Learning - Special issue on information retrieval
FUSINTER: a method for discretization of continuous attributes
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Symbolic knowledge extraction from trained neural networks: a sound approach
Artificial Intelligence
Three objective genetics-based machine learning for linguisitc rule extraction
Information Sciences: an International Journal - Recent advances in genetic fuzzy systems
Neural Networks and Structured Knowledge: Rule Extraction andApplications
Applied Intelligence
FERNN: An Algorithm for Fast Extraction of Rules fromNeural Networks
Applied Intelligence
Effective Data Mining Using Neural Networks
IEEE Transactions on Knowledge and Data Engineering
Machine Learning
Separability Index in Supervised Learning
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Integration of Data Mining with Database Technology
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Decision Tree Modeling with Relational Views
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
NeuroRule: A Connectionist Approach to Data Mining
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
A complete fuzzy decision tree technique
Fuzzy Sets and Systems - Theme: Learning and modeling
Applying GMDH algorithm to extract rules from examples
Systems Analysis Modelling Simulation - Special issue: Self-organising modelling and simulation
A Branch and Bound Algorithm for Feature Subset Selection
IEEE Transactions on Computers
Understanding neural networks via rule extraction
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Inducing oblique decision trees with evolutionary algorithms
IEEE Transactions on Evolutionary Computation
A neuro-fuzzy network to generate human-understandable knowledge from data
Cognitive Systems Research
Artificial neural networks for feature extraction and multivariate data projection
IEEE Transactions on Neural Networks
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In this article we present the general architecture of a hybrid neuro-symbolic system for the selection and stepwise elimination of predictor variables and non-relevant individuals for the construction of a model. Our purpose is to design tools for extracting the relevant variables and the relevant individuals for an automatic training from data. The objective is to reduce the complexity of storage, therefore the complexity of calculation, and to gradually improve the performance of ordering, that is to say to arrive at a good quality training.