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Listar por autor "Nepomuceno Chamorro, Isabel de los Ángeles"
Mostrando ítems 21-40 de 41
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Artículo
Generation of synthetic data with Conditional Generative Adversarial Networks
Vega Márquez, Belén; Rubio Escudero, Cristina; Nepomuceno Chamorro, Isabel de los Ángeles (Oxford University Press, 2022)The generation of synthetic data is becoming a fundamental task in the daily life of any organization due to the new ...
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Ponencia
Inferencia de Redes de Asociación de Genes Guiada por Similitud Semántica
Galván Rojas, José Luis; Nepomuceno Chamorro, Isabel de los Ángeles; Nepomuceno Chamorro, Juan Antonio; Riquelme Santos, José Cristóbal (Asociación Española para la Inteligencia Artificial, 2015)En este trabajo se propone el uso de conocimiento a priori como heurística en métodos de inferencia de redes de genes a ...
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Artículo
Inferring gene regression networks with model trees
Nepomuceno Chamorro, Isabel de los Ángeles; Aguilar Ruiz, Jesús Salvador; Riquelme Santos, José Cristóbal (BioMed Central, 2010)Background: Novel strategies are required in order to handle the huge amount of data produced by microarray technologies. ...
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Capítulo de Libro
Inferring Gene-Gene Associations from Quantitative Association Rules
Martínez Ballesteros, María del Mar; Nepomuceno Chamorro, Isabel de los Ángeles; Riquelme Santos, José Cristóbal (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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Artículo
Integrating biological knowledge based on functional annotations for biclustering of gene expression data
Nepomuceno Chamorro, Juan Antonio; Troncoso Lora, Alicia; Nepomuceno Chamorro, Isabel de los Ángeles; Aguilar Ruiz, Jesús Salvador (Elsevier, 2015)Gene expression data analysis is based on the assumption that co-expressed genes imply co-regulated genes. This assumption ...
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Artículo
Integrating pathway knowledge with deep neural networks to reduce the dimensionality in single-cell RNA-seq data
Gundogdu, Pelin; Loucera, Carlos; Alamo Álvarez, Inmaculada; Dopazo, Joaquín; Nepomuceno Chamorro, Isabel de los Ángeles (BMC, 2022)Background: Single-cell RNA sequencing (scRNA-seq) data provide valuable insights into cellular heterogeneity which is ...
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Artículo
Machine learning techniques to discover genes with potential prognosis role in Alzheimer’s disease using different biological sources
Martínez Ballesteros, María del Mar; García Heredia, José Manuel; Nepomuceno Chamorro, Isabel de los Ángeles; Riquelme Santos, José Cristóbal (Elsevier, 2017)Alzheimer’s disease is a complex progressive neurodegenerative brain disorder, being its prevalence ex pected to rise over ...
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Ponencia
Metodología de evaluación continua en la asignatura de Fundamentos de Programación: un cambio de evaluación enfocado al desarrollo de competencias
Nepomuceno Chamorro, Isabel de los Ángeles; Nepomuceno Chamorro, Juan Antonio; Reina Quintero, Antonia María; García Gutiérrez, Jorge (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2012)El marco del Espacio Europeo de Educación Supe rior (EEES) y la implantación del Sistema de Crédito Europeo (ECTS) han ...
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Tesis Doctoral
Metodología ensemble para clasificación ordinal y aplicación en el control de calidad del aceite de oliva
Vega Márquez, Belén (2022-04-21)A día de hoy nos encontramos ante un nuevo paradigma que está revolucionando completamente la forma en la que vemos las ...
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Ponencia
Neighborhood-Based Clustering of Gene-Gene Interactions
Díaz Díaz, Norberto; Rodríguez Baena, Domingo S.; Nepomuceno Chamorro, Isabel de los Ángeles; Aguilar Ruiz, Jesús Salvador (Springer, 2006)n this work, we propose a new greedy clustering algorithm to identify groups of related genes. Clustering algorithms analyze ...
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Artículo
OCEAn: Ordinal classification with an ensemble approach
Vega Márquez, Belén; Nepomuceno Chamorro, Isabel de los Ángeles; Rubio Escudero, Cristina; Riquelme Santos, José Cristóbal (Elsevier, 2021)Generally, classification problems catalog instances according to their target variable with out considering the relation ...
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Artículo
Pairwise gene GO-based measures for biclustering of high-dimensional expression data
Nepomuceno Chamorro, Juan Antonio; Troncoso Lora, Alicia; Nepomuceno Chamorro, Isabel de los Ángeles; Aguilar Ruiz, Jesús Salvador (BMC: part of Springer Verlag, 2018)Background: Biclustering algorithms search for groups of genes that share the same behavior under a subset of samples in ...
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Ponencia
PO-0723: Data mining tools for predicting the risk of toxicity in prostate cancer patients treated with radiation therapy
Riquelme Santos, José Cristóbal; López Guerra, José Luis; Matute, Raúl; Pontes Balanza, Beatriz; Rubio Escudero, Cristina; Nepomuceno Chamorro, Isabel de los Ángeles; Puebla, F.; Praena Fernández, Juan Manuel; Ortiz Gordillo, María José; Azinovic, Ignacio (Elsevier, 2014) -
Artículo
PO-0859: Project S32: decision support system for lung cancer patients
López Guerra, José Luis; Pontes Balanza, Beatriz; Moreno, A.; Rubio Escudero, Cristina; Núñez, F.J.; Nepomuceno Chamorro, Isabel de los Ángeles; Moreno, J.; Cacicedo, J.; Praena Fernández, Juan Manuel; Escobar Rodríguez, Germán Antonio; Parra, C.; Riquelme Santos, José Cristóbal (Elsevier, 2018) -
Artículo
Prognostic transcriptional association networks: a new supervised approach based on regression trees
Nepomuceno Chamorro, Isabel de los Ángeles; Azuaje, Francisco; Devaux, Yvan; Nazarov, Petr V.; Muller, Arnaud; Aguilar Ruiz, Jesús Salvador; Wagner, Daniel R. (Oxford Academic, 2011)Motivation: The application of information encoded in molecular networks for prognostic purposes is a crucial objective ...
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Ponencia
Synergies of genes in Alzheimer’s disease
Nepomuceno Chamorro, Isabel de los Ángeles; Aguilar Ruiz, Jesús Salvador (Universidad de Granada, 2013) -
Artículo
Ten quick tips for biomarker discovery and validation analyses using machine learning
Díaz Uriarte, Ramón; Gómez de Lope, Elisa; Giugno, Rosalba; Fröhlich, Holger; Nazarov, Petr V.; Nepomuceno Chamorro, Isabel de los Ángeles; Rauschenberger, , Armin; Glaab, Enrico (PLOS, 2020-08-11) -
Artículo
Transcriptional response to cardiac injury in the zebrafish: systematic identification of genes with highly concordant activity across in vivo models
Rodius, Sophie; Nazarov, Petr V.; Nepomuceno Chamorro, Isabel de los Ángeles; Jeanty, Céline; González Rosa, Juan Manuel; Ibberson, Mark; Benites da Costa, Ricardo M.; Xenarios, Ioannis; Mercader, Nadia; Azuaje, Francisco (BMC, 2014)Background: Zebrafish is a clinically-relevant model of heart regeneration. Unlike mammals, it has a remarkable heart ...
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Ponencia
Updating Prediction Models for Predictive Process Monitoring
Márquez Chamorro, Alfonso Eduardo; Nepomuceno Chamorro, Isabel de los Ángeles; Resinas Arias de Reyna, Manuel; Ruiz Cortés, Antonio (Springer, 2022)Predictive monitoring is a key activity in some Process Aware Information Systems (PAIS) such as information systems ...
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Artículo
Use of Deep Learning Architectures for Day-Ahead Electricity Price Forecasting over Different Time Periods in the Spanish Electricity Market
Vega Márquez, Belén; Rubio Escudero, Cristina; Nepomuceno Chamorro, Isabel de los Ángeles; Arcos Vargas, Ángel (MDPI, 2021)The importance of electricity in people’s daily lives has made it an indispensable commodity in society. In electricity ...