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Browsing Lenguajes y Sistemas Informáticos by Author "Aguilar Ruiz, Jesús Salvador"
Now showing items 21-40 of 117
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Presentation
Aprendizaje Incremental de Reglas en Data Streams
Ferrer Troyano, Francisco Javier; Aguilar Ruiz, Jesús Salvador; Riquelme Santos, José Cristóbal (Thomson-Paraninfo, 2005)En este artículo presentamos FACIL, un algoritmo de aprendizaje incremental dirigido a la clasificación de data streams ...
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Presentation
Best Agglomerative Ranked Subset for Feature Selection
Ruiz Sánchez, Roberto; Aguilar Ruiz, Jesús Salvador; Riquelme Santos, José Cristóbal (2008-09)The enormous increase of the size in databases makes finding an optimal subset of features extremely difficult. In this ...
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Presentation
Biclustering of Gene Expression Data Based on SimUI Semantic Similarity Measure
Nepomuceno Chamorro, Juan Antonio; Troncoso Lora, Alicia; Nepomuceno Chamorro, Isabel de los Ángeles; Aguilar Ruiz, Jesús Salvador (Springer, 2016)Biclustering is an unsupervised machine learning technique that simultaneously clusters genes and conditions in gene ...
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Article
Biclustering of Gene Expression Data by Correlation-Based Scatter Search
Nepomuceno Chamorro, Juan Antonio; Aguilar Ruiz, Jesús Salvador; Troncoso Lora, Alicia (2011) -
Article
Biclustering on expression data: A review
Pontes Balanza, Beatriz; Giráldez, Raúl; Aguilar Ruiz, Jesús Salvador (Elsevier, 2015)Biclustering has become a popular technique for the study of gene expression data, especially for discovering functionally ...
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PhD Thesis
Biclustering sobre datos de expresión génica basado en búsqueda dispersa
Nepomuceno Chamorro, Juan Antonio (2015-07-21)Los datos de expresión génica, y su particular naturaleza e importancia, motivan no sólo el desarrollo de nuevas técnicas ...
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Presentation
Biclusters Evaluation Based on Shifting and Scaling Patterns
Nepomuceno Chamorro, Juan Antonio; Troncoso Lora, Alicia; Aguilar Ruiz, Jesús Salvador; García Gutiérrez, Jorge (Springer, 2007)Microarray techniques have motivated the develop of differ ent methods to extract useful information from a biological ...
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Article
Building Transcriptional Association Networks in Cytoscape with RegNetC
Nepomuceno Chamorro, Isabel de los Ángeles; Márquez Chamorro, Alfonso Eduardo; Aguilar Ruiz, Jesús Salvador (IEEE Computer Society, 2015)The Regression Network plugin for Cytoscape (RegNetC) implements the RegNet algorithm for the inference of transcriptional ...
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Presentation
Búsqueda secuencial de subconjuntos de atributos sobre un rankin
Ruiz, Roberto; Riquelme Santos, José Cristóbal; Aguilar Ruiz, Jesús Salvador (Thomson-Paraninfo, 2005)La selección de atributos es una técnica de preprocesamiento que extrae atributos relevantes del conjunto total de atributos, ...
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Article
CarGene: Characterisation of sets of genes based on metabolic pathways analysis
Aguilar Ruiz, Jesús Salvador; Rodríguez Baena, Domingo S.; Díaz Díaz, Norberto; Nepomuceno Chamorro, Isabel de los Ángeles (Inderscience, 2011)The great amount of biological information provides scientists with an incomparable framework for testing the results of ...
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Chapter of Book
Clustering Main Concepts from e-Mails
Aguilar Ruiz, Jesús Salvador; Rodríguez Baena, Domingo S.; Cohen, Paul R.; Riquelme Santos, José Cristóbal (2003)E–mail is one of the most common ways to communicate, assuming, in some cases, up to 75% of a company’s communication, in ...
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Article
Configurable Pattern-based Evolutionary Biclustering of Gene Expression Data
Pontes Balanza, Beatriz; Giráldez Rojo, Raúl; Aguilar Ruiz, Jesús Salvador (2013) -
Article
Connecting Segments for Visual Data Exploration and Interactive Mining of Decision Rules
Ferrer Troyano, Francisco Javier; Aguilar Ruiz, Jesús Salvador; Riquelme Santos, José Cristóbal (Graz University of Technology, Institut für Informationssysteme und Computer Medien, 2005)Visualization has become an essential support throughout the KDD process in order to extract hidden information from huge ...
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Article
Contact map prediction using a large-scale ensemble of rule sets and the fusion of multiple predicted structural features
Bacardit, Jaume; Widera, Pawel; Márquez Chamorro, Alfonso Eduardo; Divina, Federico; Aguilar Ruiz, Jesús Salvador; Krasnogor, Natalio (Oxford University Press, 2012)Motivation: The prediction of a protein’s contact map has become in recent years, a crucial stepping stone for the ...
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Presentation
Correlation–Based Scatter Search for Discovering Biclusters from Gene Expression Data
Nepomuceno Chamorro, Juan Antonio; Troncoso Lora, Alicia; Aguilar Ruiz, Jesús Salvador (Springer, 2010)Scatter Search is an evolutionary method that combines ex isting solutions to create new offspring as the well–known genetic ...
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Report
Data Mining (LSI-2000-08)
Ferrer Troyano, Francisco Javier; Aguilar Ruiz, Jesús Salvador; Peña Siles, Joaquín (2000) -
Chapter of Book
Data Mining Approaches to Diffuse Large B–Cell Lymphoma Gene Expression Data Interpretation
Aguilar Ruiz, Jesús Salvador; Azuaje, Francisco; Riquelme Santos, José Cristóbal (2004)This paper presents a comprehensive study of gene expression patterns originating from a diffuse large B–cell lymphoma ...
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Chapter of Book
Data streams classification by incremental rule learning with parameterized generalization
Ferrer Troyano, Francisco Javier; Aguilar Ruiz, Jesús Salvador; Riquelme Santos, José Cristóbal (2006)Mining data streams is a challenging task that requires online systems based on incremental learning approaches. This paper ...
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Presentation
Databases Reduction
Ruiz, Roberto; Riquelme Santos, José Cristóbal; Aguilar Ruiz, Jesús Salvador (SciTePress, 2004)Progress in digital data acquisition and storage technology has resulted in the growth of huge databases. Nevertheless, ...
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Presentation
Databases Reduction Simultaneously by Ordered Projection
Nepomuceno Chamorro, Isabel de los Ángeles; Nepomuceno Chamorro, Juan Antonio; Ruiz, Roberto; Aguilar Ruiz, Jesús Salvador (Springer, 2006)In this paper, a new algorithm Database Reduction Simulta neously by Ordered Projections (RESOP) is introduced. This ...