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Listar por autor "Nepomuceno Chamorro, Isabel de los Ángeles"
Mostrando ítems 1-20 de 41
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Artículo
A data mining based clinical decision support system for survival in lung cancer
Pontes Balanza, Beatriz; Núñez, Francisco; Rubio Escudero, Cristina; Moreno, Alberto; Nepomuceno Chamorro, Isabel de los Ángeles; Moreno, Jesús; Cacicedo, Jon; Praena Fernández, Juan Manuel; Escobar Rodríguez, Germán Antonio; Parra, Carlos; Delgado León, Blas David; Rivin del Campo, Eleonor; Couñago, Felipe; Riquelme Santos, José Cristóbal; López Guerra, José Luis (Via Médica Journals, 2021)Background: A clinical decision support system (CDSS) has been designed to predict the outcome (overall survival) by ...
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Ponencia
A Deterministic Model to Infer Gene Networks from Microarray Data
Nepomuceno Chamorro, Isabel de los Ángeles; Aguilar Ruiz, Jesús Salvador; Díaz Díaz, Norberto; Rodríguez Baena, Domingo S.; García Gutiérrez, Jorge (Springer, 2007)Microarray experiments help researches to construct the str ucture of gene regulatory networks, i.e., networks representing ...
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Ponencia
A Java Simulator for Basic Transition P Systems
Nepomuceno Chamorro, Isabel de los Ángeles (Fénix Editora, 2004)In this paper, a software tool (called SimCM, from Spanish Sim- ulador de Computaci¶on con Membranas) for handling P ...
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Artículo
A Java Simulator for Membrane Computing
Nepomuceno Chamorro, Isabel de los Ángeles (Institut für Informations Systeme und Computer Medien, 2004)Membrane Computing is a recent area of Natural Computing, a topic where much work has been done but still much remains ...
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Ponencia
A Measure for Data Set Editing by Ordered Projections
Aguilar Ruiz, Jesús Salvador; Nepomuceno Chamorro, Juan Antonio; Díaz Díaz, Norberto; Nepomuceno Chamorro, Isabel de los Ángeles (Springer, 2006)In this paper we study a measure, named weakness of an example, which allows us to establish the importance of an example ...
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Ponencia
A Tool for Using the SBML Format to Represent P Systems which Model Biological Reaction Networks
Nepomuceno Chamorro, Isabel de los Ángeles; Nepomuceno Chamorro, Juan Antonio; Romero Campero, Francisco José (Fénix Editora, 2005)In this paper we present a software tool to represent P systems modelling signalling networks of biochemical reactions ...
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Ponencia
An Approach to Reduce the Cost of Evaluation in Evolutionary Learning
Giráldez, Raúl; Díaz Díaz, Norberto; Nepomuceno Chamorro, Isabel de los Ángeles; Aguilar Ruiz, Jesús Salvador (Springer, 2005)The supervised learning methods applying evolutionary al gorithms to generate knowledge model are extremely costly in time ...
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Ponencia
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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Artículo
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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Artículo
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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Artículo
Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study
Solís García, Javier; Vega Márquez, Belén; Nepomuceno Chamorro, Juan Antonio; Riquelme Santos, José Cristóbal; Nepomuceno Chamorro, Isabel de los Ángeles (Springer, 2023)Sepsis is a life-threatening condition whose early recognition is key to improving outcomes for patients in intensive care ...
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Ponencia
Convolutional Neural Networks for Olive Oil Classification
Vega Márquez, Belén; Carminati, Andrea; Jurado Campos, Natividad; Martín Gómez, Andrés; Arce Jiménez, Lourdes; Rubio Escudero, Cristina; Nepomuceno Chamorro, Isabel de los Ángeles (Springer, 2019)The analysis of the quality of olive oil is a task that is hav-ing a lot of impact nowadays due to the large frauds that ...
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Ponencia
Creation of Synthetic Data with Conditional Generative Adversarial Networks
Vega Márquez, Belén; Rubio Escudero, Cristina; Riquelme Santos, José Cristóbal; Nepomuceno Chamorro, Isabel de los Ángeles (Springer, 2019)The generation of synthetic data is becoming a fundamental task in the daily life of any organization due to new protection ...
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Artículo
Data Mining Techniques Applied to Hydrogen Lactose Breath Test
Rubio Escudero, Cristina; Valverde Fernández, Justo; Nepomuceno Chamorro, Isabel de los Ángeles; Pontes Balanza, Beatriz; Hernández Mendoza, Yoedusvany; Rodríguez Herrera, Alfonso (Public Library of Science, 2017)n this work, we present the results of applying data mining techniques to hydrogen breath test data. Disposal of H2 gas ...
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Ponencia
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 ...
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Artículo
Deep Learning Techniques to Improve the Performance of Olive Oil Classification
Vega Márquez, Belén; Nepomuceno Chamorro, Isabel de los Ángeles; Jurado Campos, Natividad; Rubio Escudero, Cristina (Frontiers Editorial, 2020)The olive oil assessment involves the use of a standardized sensory analysis according to the “panel test” method. However, ...
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Ponencia
Diez años innovando en la enseñanza de los fundamentos de la programación: resultados y conclusiones
García Gutiérrez, Jorge; Riquelme Santos, José Cristóbal; González Romano, José Mariano; Nepomuceno Chamorro, Isabel de los Ángeles (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2012)Este artículo presenta los cambios experimentados en las asignaturas relacionadas con la introducción a la programación, ...
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Artículo
Discovering gene association networks by multi-objective evolutionary quantitative association rules
Martínez Ballesteros, María del Mar; Nepomuceno Chamorro, Isabel de los Ángeles; Riquelme Santos, José Cristóbal (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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Ponencia
Discovering α–patterns from gene expression data
Rodríguez Baena, Domingo S.; Díaz Díaz, Norberto; Aguilar Ruiz, Jesús Salvador; Nepomuceno Chamorro, Isabel de los Ángeles (Springer, 2007)The biclustering techniques have the purpose of finding subsets of genes that show similar activity patterns under a ...
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Artículo
Ethnic difference in risk of toxicity in prostate cancer patients treated with dynamic arc radiation therapy
López Guerra, José Luis; Matute, Raúl; Puebla, Fernando; Sánchez Reyes, Alberto; Pontes Balanza, Beatriz; Rubio Escudero, Cristina; Nepomuceno Chamorro, Isabel de los Ángeles; Acevedo, Catalina; Isa, Nicolás; Lengua, Rafael; Praena Fernández, Juan Manuel; Rivin del Campo, Eleonor; Ortíz, María José; Azinovic, Ignacio (SAGE Publications, 2015)Aims and background: The objective of this study was to assess the influence of ethnicity on toxicity in patients treated ...