Now showing items 1-5 of 5
Computational Intelligence Techniques for Predicting Earthquakes [Chapter of Book]
Nowadays, much effort is being devoted to develop techniques that forecast natural disasters in order to take precautionary measures. In this paper, the extraction of quantitative association rules and regression ...
Discovering gene association networks by multi-objective evolutionary quantitative association rules [Article]
In the last decade, the interest in microarray technology has exponentially increased due to its ability to monitor the expression of thousands of genes simultaneously. The reconstruction of gene association networks ...
Analysis of Measures of Quantitative Association Rules [Chapter of Book]
This paper presents the analysis of relationships among different interestingness measures of quality of association rules as first step to select the best objectives in order to develop a multi-objective algorithm. For ...
Inferring Gene-Gene Associations from Quantitative Association Rules [Chapter of Book]
The microarray technique is able to monitor the change in concentration of RNA in thousands of genes simultaneously. The interest in this technique has grown exponentially in recent years and the difficulties in analyzing ...
A Sensitivity Analysis for Quality Measures of Quantitative Association Rules [Chapter of Book]
There exist several fitness function proposals based on a combination of weighted objectives to optimize the discovery of association rules. Nevertheless, some differences in the measures used to assess the quality of ...