Abstract—In the data mining field, association rules are discovered having domain knowledge specified as a minimum support threshold. The accuracy in setting up this threshold directly influences the number and the quality ofIn the data mining field, association rules are discovered having domain knowledge specified as a minimum support threshold. The accuracy in setting up this threshold direc...

In conjunction with association rules for data mining, the connections between testing indices and strong and weak association rules were determined, and new derivative rules were obtained by further reasoning. Association rules were used to analyze correlation and check consistency between indices. This study shows that the judgment obtained by weak association rules or non-association rules i...

Now a day’s companies have large amount of data its exploration becomes complicated, especially if we emphasize the temporal aspect while considering association rules. Therefore, we are introducing the temporal association rules mining. In this paper, we focus on cyclic association rules, classified as a category of the temporal association rules. An association rule is cyclic if the rule has ...