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Capítulo de Libro
Data Mining Approaches to Diffuse Large B–Cell Lymphoma Gene Expression Data Interpretation
(2004)
This paper presents a comprehensive study of gene expression patterns originating from a diffuse large B–cell lymphoma (DLBCL) database. It focuses on the implementation of feature selection and classification techniques. ...
Tesis Doctoral
Técnicas avanzadas de predicción y optimización aplicadas a sistemas de potencia
(2004-07)
Esta tesis está enmarcada básicamente dentro de dos campos de investigación, la minería de datos y la optimización. Principalmente tiene un carácter aplicado, ya que se han investigado tanto técnicas de predicción como de ...
Ponencia
Application of a KDD metodology to a real industrial process
(IEEE Xplore, 2004)
By means of an acid plant it is possible to transform sulphuric dioxide (SO2) into sulphuric acid, using for this a set of chemical and physical processes. In the process of smelting copper mineral a large amount of SO2 ...
Ponencia
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 ...
Capítulo de Libro
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
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 ...
Artículo
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 ...
Capítulo de Libro
Multidimensional Data Visual Exploration by Interactive Information Segments
(2004)
Visualization techniques provide an outstanding role in KDD process for data analysis and mining. However, one image does not always convey successfully the inherent information from high dimensionality, very large databases. ...
Capítulo de Libro
Discovering decision rules from numerical data streams
(2004)
This paper presents a scalable learning algorithm to classify numerical, low dimensionality, high-cardinality, time-changing data streams. Our approach, named SCALLOP, provides a set of decision rules on demand which ...
Capítulo de Libro
Evolutionary segmentation of yeast genome
(2004)
Segmentation algorithms differ from clustering algorithms with regard to how to deal with the physical location of genes throughout the sequence. Therefore, segments have to keep the original positions of consecutive genes, ...