Association rules over interval data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Mining fuzzy association rules
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
Mining fuzzy association rules in databases
ACM SIGMOD Record
Knowledge Discovery in Databases
Knowledge Discovery in Databases
Fuzzy association rules and the extended mining algorithms
Information Sciences—Informatics and Computer Science: An International Journal
Efficient Automated Mining of Fuzzy Association Rules
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
International Journal of Intelligent Systems - Intelligent and Soft Computing Techniques for Information Processing
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
A systematic approach to the assessment of fuzzy association rules
Data Mining and Knowledge Discovery
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Compression and decompression of images with discrete fuzzy transforms
Information Sciences: an International Journal
Mining pure linguistic associations from numerical data
International Journal of Approximate Reasoning
Fuzzy transform in the analysis of data
International Journal of Approximate Reasoning
An image coding/decoding method based on direct and inverse fuzzy transforms
International Journal of Approximate Reasoning
A comprehensive theory of trichotomous evaluative linguistic expressions
Fuzzy Sets and Systems
Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining
Journal of Intelligent Information Systems
Fuzzy transforms method and attribute dependency in data analysis
Information Sciences: an International Journal
Fuzzy transforms: Theory and applications
Fuzzy Sets and Systems
Genetic algorithm based framework for mining fuzzy association rules
Fuzzy Sets and Systems
Mining direct and indirect weighted fuzzy association rules in large transaction databases
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Fuzzy transforms of monotone functions with application to image compression
Information Sciences: an International Journal
Fuzzy transforms for compression and decompression of color videos
Information Sciences: an International Journal
Fuzzy transforms method in prediction data analysis
Fuzzy Sets and Systems
Fuzzy association rules: general model and applications
IEEE Transactions on Fuzzy Systems
On the representation, measurement, and discovery of fuzzy associations
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems
Data mining in soft computing framework: a survey
IEEE Transactions on Neural Networks
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We present a new method based on the use of fuzzy transforms for detecting coarse-grained association rules in the datasets. The fuzzy association rules are represented in the form of linguistic expressions and we introduce a pre-processing phase to determine the optimal fuzzy partition of the domains of the quantitative attributes. In the extraction of the fuzzy association rules we use the AprioriGen algorithm and a confidence index calculated via the inverse fuzzy transform. Our method is applied to datasets of the 2001 census database of the district of Naples (Italy); the results show that the extracted fuzzy association rules provide a correct coarse-grained view of the data association rule set.