Perfil del autor: Nepomuceno Chamorro, Isabel de los Ángeles
Datos institucionales
| Nombre | Nepomuceno Chamorro, Isabel de los Ángeles |
| Departamento | Lenguajes y Sistemas Informáticos |
| Área de conocimiento | Lenguajes y Sistemas Informáticos |
| Categoría profesional | Profesora Titular de Universidad |
| Correo electrónico | Solicitar |
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Estadísticas
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Nº publicaciones
41
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Nº visitas
2333
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Nº descargas
3511
| Publicaciones |
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Artículo
 Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study
(Springer, 2023)
Sepsis is a life-threatening condition whose early recognition is key to improving outcomes for patients in intensive care ... |
Tesis Doctoral
Metodología ensemble para clasificación ordinal y aplicación en el control de calidad del aceite de oliva
(2022)
A día de hoy nos encontramos ante un nuevo paradigma que está revolucionando completamente la forma en la que vemos las ... |
Artículo
Integrating pathway knowledge with deep neural networks to reduce the dimensionality in single-cell RNA-seq data
(BMC, 2022)
Background: Single-cell RNA sequencing (scRNA-seq) data provide valuable insights into cellular heterogeneity which is ... |
Ponencia
Updating Prediction Models for Predictive Process Monitoring
(Springer, 2022)
Predictive monitoring is a key activity in some Process Aware Information Systems (PAIS) such as information systems ... |
Artículo
 Generation of synthetic data with Conditional Generative Adversarial Networks
(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 ... |
Artículo
A data mining based clinical decision support system for survival in lung cancer
(Via Médica Journals, 2021)
Background: A clinical decision support system (CDSS) has been designed to predict the outcome (overall survival) by ... |
Artículo
OCEAn: Ordinal classification with an ensemble approach
(Elsevier, 2021)
Generally, classification problems catalog instances according to their target variable with out considering the relation ... |
Artículo
Use of Deep Learning Architectures for Day-Ahead Electricity Price Forecasting over Different Time Periods in the Spanish Electricity Market
(MDPI, 2021)
The importance of electricity in people’s daily lives has made it an indispensable commodity in society. In electricity ... |
| Artículo |
Artículo
Deep Learning Techniques to Improve the Performance of Olive Oil Classification
(Frontiers Editorial, 2020)
The olive oil assessment involves the use of a standardized sensory analysis according to the “panel test” method. However, ... |
Artículo
Using prior knowledge in the inference of gene association networks
(Springer, 2020)
Traditional computational techniques are recently being improved with the use of prior biological knowledge from open ... |
Ponencia
Convolutional Neural Networks for Olive Oil Classification
(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 ... |
Ponencia
Creation of Synthetic Data with Conditional Generative Adversarial Networks
(Springer, 2019)
The generation of synthetic data is becoming a fundamental task in the daily life of any organization due to new protection ... |
Artículo
Pairwise gene GO-based measures for biclustering of high-dimensional expression data
(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 ... |
| Artículo |
Artículo
Machine learning techniques to discover genes with potential prognosis role in Alzheimer’s disease using different biological sources
(Elsevier, 2017)
Alzheimer’s disease is a complex progressive neurodegenerative brain disorder, being its prevalence ex pected to rise over ... |
Artículo
Data Mining Techniques Applied to Hydrogen Lactose Breath Test
(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 ... |
Ponencia
Biclustering of Gene Expression Data Based on SimUI Semantic Similarity Measure
(Springer, 2016)
Biclustering is an unsupervised machine learning technique that simultaneously clusters genes and conditions in gene ... |
Artículo
Ethnic difference in risk of toxicity in prostate cancer patients treated with dynamic arc radiation therapy
(SAGE Publications, 2015)
Aims and background: The objective of this study was to assess the influence of ethnicity on toxicity in patients treated ... |
Artículo
Integrating biological knowledge based on functional annotations for biclustering of gene expression data
(Elsevier, 2015)
Gene expression data analysis is based on the assumption that co-expressed genes imply co-regulated genes. This assumption ... |
Ponencia
Inferencia de Redes de Asociación de Genes Guiada por Similitud Semántica
(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 ... |
Artículo
Building Transcriptional Association Networks in Cytoscape with RegNetC
(IEEE Computer Society, 2015)
The Regression Network plugin for Cytoscape (RegNetC) implements the RegNet algorithm for the inference of transcriptional ... |
Artículo
Discovering gene association networks by multi-objective evolutionary quantitative association rules
(Elsevier, 2014)
In the last decade, the interest in microarray technology has exponentially increased due to its ability to monitor the ... |
| Ponencia |
Artículo
Transcriptional response to cardiac injury in the zebrafish: systematic identification of genes with highly concordant activity across in vivo models
(BMC, 2014)
Background: Zebrafish is a clinically-relevant model of heart regeneration. Unlike mammals, it has a remarkable heart ... |
Ponencia
Synergies of genes in Alzheimer’s disease
(Universidad de Granada, 2013)
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Ponencia
Diez años innovando en la enseñanza de los fundamentos de la programación: resultados y conclusiones
(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, ... |
Ponencia
Metodología de evaluación continua en la asignatura de Fundamentos de Programación: un cambio de evaluación enfocado al desarrollo de competencias
(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 ... |
Artículo
CarGene: Characterisation of sets of genes based on metabolic pathways analysis
(Inderscience, 2011)
The great amount of biological information provides scientists with an incomparable framework for testing the results of ... |
Capítulo de Libro
Inferring Gene-Gene Associations from Quantitative Association Rules
(IEEE, 2011)
The microarray technique is able to monitor the change in concentration of RNA in thousands of genes simultaneously. The ... |
Artículo
Prognostic transcriptional association networks: a new supervised approach based on regression trees
(Oxford Academic, 2011)
Motivation: The application of information encoded in molecular networks for prognostic purposes is a crucial objective ... |
Artículo
Inferring gene regression networks with model trees
(BioMed Central, 2010)
Background: Novel strategies are required in order to handle the huge amount of data produced by microarray technologies. ... |
Ponencia
Discovering α–patterns from gene expression data
(Springer, 2007)
The biclustering techniques have the purpose of finding subsets of genes that show similar activity patterns under a subset ... |
Ponencia
A Deterministic Model to Infer Gene Networks from Microarray Data
(Springer, 2007)
Microarray experiments help researches to construct the str ucture of gene regulatory networks, i.e., networks representing ... |
Ponencia
Databases Reduction Simultaneously by Ordered Projection
(Springer, 2006)
In this paper, a new algorithm Database Reduction Simulta neously by Ordered Projections (RESOP) is introduced. This ... |
Ponencia
Neighborhood-Based Clustering of Gene-Gene Interactions
(Springer, 2006)
n this work, we propose a new greedy clustering algorithm to identify groups of related genes. Clustering algorithms analyze ... |
Ponencia
A Measure for Data Set Editing by Ordered Projections
(Springer, 2006)
In this paper we study a measure, named weakness of an example, which allows us to establish the importance of an example ... |
Ponencia
A Tool for Using the SBML Format to Represent P Systems which Model Biological Reaction Networks
(Fénix Editora, 2005)
In this paper we present a software tool to represent P systems modelling signalling networks of biochemical reactions ... |
Ponencia
An Approach to Reduce the Cost of Evaluation in Evolutionary Learning
(Springer, 2005)
The supervised learning methods applying evolutionary al gorithms to generate knowledge model are extremely costly in time ... |
Ponencia
A Java Simulator for Basic Transition P Systems
(Fénix Editora, 2004)
In this paper, a software tool (called SimCM, from Spanish Sim- ulador de Computaci¶on con Membranas) for handling P systems ... |
Artículo
A Java Simulator for Membrane Computing
(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 to ... |