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Isabel A. Nepomuceno-Chamorro
Isabel A. Nepomuceno-Chamorro
Lecturer Dpto LSI, Universidad de Sevilla
Verified email at us.es
Title
Cited by
Cited by
Year
Integrating biological knowledge based on functional annotations for biclustering of gene expression data
JA Nepomuceno, A Troncoso, IA Nepomuceno-Chamorro, ...
Computer methods and programs in biomedicine 119 (3), 163-180, 2015
402015
Creation of synthetic data with conditional generative adversarial networks
B Vega-Márquez, C Rubio-Escudero, JC Riquelme, ...
14th International Conference on Soft Computing Models in Industrial and …, 2020
382020
Discovering gene association networks by multi-objective evolutionary quantitative association rules
M Martínez-Ballesteros, IA Nepomuceno-Chamorro, JC Riquelme
Journal of Computer and System Sciences 80 (1), 118-136, 2014
382014
Inferring gene regression networks with model trees
IA Nepomuceno-Chamorro, JS Aguilar-Ruiz, JC Riquelme
BMC bioinformatics 11, 1-12, 2010
382010
Deep learning techniques to improve the performance of olive oil classification
B Vega-Márquez, I Nepomuceno-Chamorro, N Jurado-Campos, ...
Frontiers in chemistry 7, 929, 2020
272020
Machine learning techniques to discover genes with potential prognosis role in Alzheimer’s disease using different biological sources
M Martínez-Ballesteros, JM García-Heredia, IA Nepomuceno-Chamorro, ...
Information Fusion 36, 114-129, 2017
272017
Prognostic transcriptional association networks: a new supervised approach based on regression trees
I Nepomuceno-Chamorro, F Azuaje, Y Devaux, PV Nazarov, A Muller, ...
Bioinformatics 27 (2), 252-258, 2011
182011
A Java simulator for membrane computing
IÁ Nepomuceno Chamorro
Journal of Universal Computer Science, 10 (5), 620-629., 2004
182004
A Java simulator for basic transition P systems
IÁ Nepomuceno Chamorro
Proceedings of the Second Brainstorming Week on Membrane Computing, 309-315 …, 2004
152004
Transcriptional response to cardiac injury in the zebrafish: systematic identification of genes with highly concordant activity across in vivo models
S Rodius, PV Nazarov, IA Nepomuceno-Chamorro, C Jeanty, ...
BMC genomics 15, 1-15, 2014
132014
Pairwise gene GO-based measures for biclustering of high-dimensional expression data
JA Nepomuceno, A Troncoso, IA Nepomuceno-Chamorro, ...
BioData mining 11 (1), 1-19, 2018
122018
Integrating pathway knowledge with deep neural networks to reduce the dimensionality in single-cell RNA-seq data
P Gundogdu, C Loucera, I Alamo-Alvarez, J Dopazo, I Nepomuceno
BioData Mining 15, 1-21, 2022
112022
Use of deep learning architectures for day-ahead electricity price forecasting over different time periods in the Spanish electricity market
B Vega-Márquez, C Rubio-Escudero, IA Nepomuceno-Chamorro, ...
Applied Sciences 11 (13), 6097, 2021
112021
Ten quick tips for biomarker discovery and validation analyses using machine learning
R Diaz-Uriarte, E Gómez de Lope, R Giugno, H Fröhlich, PV Nazarov, ...
PLOS Computational Biology 18 (8), e1010357, 2022
102022
OCEAn: Ordinal classification with an ensemble approach
B Vega-Márquez, IA Nepomuceno-Chamorro, C Rubio-Escudero, ...
Information Sciences 580, 221-242, 2021
102021
Biclustering of Gene Expression Data Based on SimUI Semantic Similarity Measure
JA Nepomuceno, A Troncoso, IA Nepomuceno-Chamorro, ...
Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS …, 2016
102016
Updating prediction models for predictive process monitoring
AE Márquez-Chamorro, IA Nepomuceno-Chamorro, M Resinas, ...
International Conference on Advanced Information Systems Engineering, 304-318, 2022
92022
Inferring gene-gene associations from quantitative association rules
M Martínez-Ballesteros, I Nepomuceno-Chamorro, JC Riquelme
2011 11th International Conference on Intelligent Systems Design and …, 2011
82011
CarGene: Characterisation of sets of genes based on metabolic pathways analysis
JS Aguilar-Ruiz, DS Rodriguez-Baena, N Diaz-Diaz, ...
International journal of data mining and bioinformatics 5 (5), 558-573, 2011
72011
A tool for using the SBML format to represent P systems which model biological reaction networks
I Nepomuceno, JA Nepomuceno, FJ Romero-Campero, ...
Third Brainstorming Week on Membrane Computing, 219-228, 2005
72005
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Articles 1–20