Browsing by Author "Martínez Ballesteros, María del Mar"
Now showing items 1-13 of 13
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Chapter of Book
A Sensitivity Analysis for Quality Measures of Quantitative Association Rules
(Springer, 2013)There exist several fitness function proposals based on a combination of weighted objectives to optimize the discovery ...
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Article
An evolutionary algorithm to discover quantitative association rules in multidimensional time series
(Springer, 2011)An evolutionary approach for finding existing relationships among several variables of a multidimensional time series ...
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Chapter of Book
Analysis of Measures of Quantitative Association Rules
(Springer, 2011)This paper presents the analysis of relationships among different interestingness measures of quality of association rules ...
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Article
Analysis of the evolution of the Spanish labour market through unsupervised learning
(Institute of Electrical and Electronics Engineers (IEEE), 2019)Unemployment in Spain is one of the biggest concerns of its inhabitants. Its unemployment rate is the second highest in ...
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Article
Discovering gene association networks by multi-objective evolutionary quantitative association rules
(Elsevier, 2014)In the last decade, the interest in microarray technology has exponentially increased due to its ability to monitor the ...
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Article
Enhancing the scalability of a genetic algorithm to discover quantitative association rules in large-scale datasets
(iOS Press, 2015)Association rule mining is a well-known methodology to discover significant and apparently hidden relations among attributes ...
- PhD Thesis
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Article
Improving a multi-objective evolutionary algorithm to discover quantitative association rules
(Springer, 2015)This work aims at correcting flaws existing in multi-objective evolutionary schemes to discover quantitative association ...
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Chapter of Book
Inferring Gene-Gene Associations from Quantitative Association Rules
(IEEE, 2011)The microarray technique is able to monitor the change in concentration of RNA in thousands of genes simultaneously. The ...
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Article
Obtaining optimal quality measures for quantitative association rules
(Elsevier, 2016)There exist several works in the literature in which fitness functions based on a combination of weighted measures for the ...
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Presentation
On the use of algorithms to discover motifs in DNA sequences
(IEEE, 2011)Many approaches are currently devoted to find DNA motifs in nucleotide sequences. However, this task remains challenging ...
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Chapter of Book
Quantitative Association Rules Applied to Climatological Time Series Forecasting
(2009)This work presents the discovering of association rules based on evolutionary techniques in order to obtain relationships ...
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Article
Selecting the best measures to discover quantitative association rules
(Elsevier, 2014)The majority of the existing techniques to mine association rules typically use the support and the confidence to evaluate ...
