Now showing items 1-6 of 6
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 ...
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 ...
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 ...
An evolutionary algorithm to discover quantitative association rules in multidimensional time series [Article]
An evolutionary approach for finding existing relationships among several variables of a multidimensional time series is presented in this work. The proposed model to discover these relationships is based on quantitative ...
An Approach to Detection of Tampering in Water Meters [Presentation]
Meter tampering is defined as a fraudulent manipulation which implies a service that is not billed by a utility company. It is a lack of consumption control for the utility company and a main problem because they represent ...