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Ponencia
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Discovering Numeric Association Rules via Evolutionary Algorithm
(Springer, 2002-05)
Association rules are one of the most used tools to discover relationships among attributes in a database. Nowadays, there are many efficient techniques to obtain these rules, although most of them require that the values ...
Capítulo de Libro
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Efficient Incremental-Ranked Feature Selection in Massive Data
(Chapman and Hall/CRC, 2007)
Capítulo de Libro
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An evolutionary algorithm to discover numeric association rules
(2002)
Association rules are one of the most used tools to discover relationships among attributes in a database. Nowadays, there are many efficient techniques to obtain these rules, although most of them require that the values ...
Ponencia
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Applying data mining to software development projects : a case study
(SciTePress, 2004)
One of the main challenges that the project managers have during the building process of a software development project (SDP) is to optimise the values of the parameters that measure the viability of the final process. The ...
Artículo
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Data Set Editing by Ordered Projection
(IOS Press, 2001)
This paper presents a new approach to data set editing. The algorithm (EOP: Editing by Ordered Projection) has some interesting characteristics: important reduction of the number of examples from the database; lower ...
Capítulo de Libro
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Statistical Test-Based Evolutionary Segmentation of Yeast Genome
(2004)
Segmentation algorithms emerge observing fluctuations of DNA sequences in alternative homogeneous domains, which are named segments [1]. The key idea is that two genes that are controlled by a single regulatory system ...
Tesis Doctoral
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Mejoras en eficiencia y eficacia de algoritmos evolutivos para aprendizaje supervisado
(2004)
Los algoritmos evolutivos conforman una de las más importantes familias de modelos computacionales con aplicación en el campo del aprendizaje automático, cuya validez y efectividad han sido ampliamente estudiada en la ...
Ponencia
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Decision Trees on LIDAR to Classify Land Uses and Covers
(International Society for Photogrammetry and Remote Sensing (ISPRS), 2009)
The area of Huelva, in the South of Spain, is a well-known case of human pressure on the natural environment. In Huelva, National Parks, like Donana, and industrial and tourist zones coexist in difficult balance. The ...
Tesis Doctoral
Artículo
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Data Mining for the Management of Software Development Process
(World Scientific Publishing Company, 2004)
In this paper we present a new method for the application of data mining tools on the management phase of software development process. Specifically, we describe two tools, the first one based on supervised learning, and ...