Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Fuzzy association rules and the extended mining algorithms
Information Sciences—Informatics and Computer Science: An International Journal
Mining Customer Value: From Association Rules to Direct Marketing
Data Mining and Knowledge Discovery
Discovery of maximum length frequent itemsets
Information Sciences: an International Journal
Frequent pattern mining for kernel trace data
Proceedings of the 2008 ACM symposium on Applied computing
Mining Frequent Similar Patterns on Mixed Data
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Association rules applied to credit card fraud detection
Expert Systems with Applications: An International Journal
Associative classification of mammograms using weighted rules
Expert Systems with Applications: An International Journal
A mathematical function to evaluate surgical complexity of cleft lip and palate
Computer Methods and Programs in Biomedicine
An algorithm to mine general association rules from tabular data
Information Sciences: an International Journal
Structuralization of universes
Fuzzy Sets and Systems
Association Rule for Classification of Type-2 Diabetic Patients
ICMLC '10 Proceedings of the 2010 Second International Conference on Machine Learning and Computing
Hierarchical document clustering using local patterns
Data Mining and Knowledge Discovery
Mining frequent patterns from network flows for monitoring network
Expert Systems with Applications: An International Journal
Transitive Association Rule Discovery by Considering Strategic Importance
CIT '10 Proceedings of the 2010 10th IEEE International Conference on Computer and Information Technology
Efficient Mining of Generalized Negative Association Rules
GRC '10 Proceedings of the 2010 IEEE International Conference on Granular Computing
Application of Association Rules Mining in Marketing Decision-Making Based on Rough Set
ICEE '10 Proceedings of the 2010 International Conference on E-Business and E-Government
RP-Miner: a relaxed prune algorithm for frequent similar pattern mining
Knowledge and Information Systems
Classification based on specific rules and inexact coverage
Expert Systems with Applications: An International Journal
Classification based on association rules: A lattice-based approach
Expert Systems with Applications: An International Journal
Association rule-based feature selection method for Alzheimer's disease diagnosis
Expert Systems with Applications: An International Journal
Association rule mining to detect factors which contribute to heart disease in males and females
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
| Hi-index | 12.05 |
Most of the current algorithms for mining association rules assume that two object subdescriptions are similar when they are exactly equal, but in many real world problems some other similarity functions are used. Commonly these algorithms are divided in two steps: Frequent pattern mining and generation of interesting association rules from frequent patterns. In this work, two algorithms for mining frequent similar patterns using similarity functions different from the equality are proposed. Additionally, the GenRules Algorithm is adapted to generate interesting association rules from frequent similar patterns. Experimental results show that our algorithms are more effective and obtain better quality patterns than the existing ones.