| 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 | 55 | 2020 |
| 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 | 40 | 2015 |
| Inferring gene regression networks with model trees IA Nepomuceno-Chamorro, JS Aguilar-Ruiz, JC Riquelme BMC bioinformatics 11, 1-12, 2010 | 39 | 2010 |
| 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 | 38 | 2014 |
| 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 | 34 | 2020 |
| 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 | 32 | 2022 |
| 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 | 30 | 2017 |
| 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 | 18 | 2021 |
| 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 | 17 | 2011 |
| 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 | 15 | 2014 |
| A Java simulator for basic transition P systems IA Nepomuceno-Chamorro Journal of Universal Computer Science 10 (5), 620-629, 2004 | 15 | 2004 |
| 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 | 14 | 2022 |
| A Java Simulator for Membrane Computing. IA Nepomuceno-Chamorro J. Univers. Comput. Sci. 10 (5), 620-629, 2004 | 14 | 2004 |
| Generation of synthetic data with conditional generative adversarial networks B Vega-Márquez, C Rubio-Escudero, I Nepomuceno-Chamorro Logic Journal of the IGPL 30 (2), 252-262, 2022 | 13 | 2022 |
| 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 | 12 | 2022 |
| OCEAn: Ordinal classification with an ensemble approach B Vega-Márquez, IA Nepomuceno-Chamorro, C Rubio-Escudero, ... Information Sciences 580, 221-242, 2021 | 12 | 2021 |
| Pairwise gene GO-based measures for biclustering of high-dimensional expression data JA Nepomuceno, A Troncoso, IA Nepomuceno-Chamorro, ... BioData mining 11, 1-19, 2018 | 11 | 2018 |
| 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 | 9 | 2016 |
| 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 | 9 | 2011 |
| Data mining techniques applied to hydrogen lactose breath test C Rubio-Escudero, J Valverde-Fernandez, I Nepomuceno-Chamorro, ... PloS one 12 (1), e0170385, 2017 | 7 | 2017 |
José C. RiquelmeUniversidad de SevillaDirección de correo verificada de us.es
