Intelligent business processes composition based on multi-agent systems JAG Coria, JA Castellanos-Garzón, JM Corchado Expert Systems with Applications 41 (4), 1189-1205, 2014 | 188 | 2014 |
A framework for knowledge discovery from wireless sensor networks in rural environments: a crop irrigation systems case study A González-Briones, JA Castellanos-Garzón, Y Mezquita Martín, J Prieto, ... Wireless Communications and Mobile Computing 2018 (1), 6089280, 2018 | 84 | 2018 |
A CBR framework with gradient boosting based feature selection for lung cancer subtype classification J Ramos-González, D López-Sánchez, JA Castellanos-Garzón, JF de Paz, ... Computers in biology and medicine 86, 98-106, 2017 | 60 | 2017 |
Intelligent multi-agent system for water reduction in automotive irrigation processes A González-Briones, Y Mezquita, JA Castellanos-Garzón, J Prieto, ... Procedia Computer Science 151, 971-976, 2019 | 55 | 2019 |
An evolutionary framework for machine learning applied to medical data JA Castellanos-Garzón, E Costa, JM Corchado Knowledge-Based Systems 185, 104982, 2019 | 45 | 2019 |
A visual analytics framework for cluster analysis of DNA microarray data JA Castellanos-Garzón, CA García, P Novais, F Díaz Expert Systems with Applications 40 (2), 758-774, 2013 | 44 | 2013 |
An evolutionary computational model applied to cluster analysis of DNA microarray data JA Castellanos-Garzón, F Díaz Expert systems with applications 40 (7), 2575-2591, 2013 | 31 | 2013 |
An agent-based clustering approach for gene selection in gene expression microarray J Ramos, JA Castellanos-Garzón, A González-Briones, JF De Paz, ... Interdisciplinary Sciences: Computational Life Sciences 9, 1-13, 2017 | 21 | 2017 |
A gene selection approach based on clustering for classification tasks in colon cancer JA Castellanos-Garzón, J Ramos ADCAIJ Adv. Distrib. Comput. Artif. Intell. J 4 (3), 1-10, 2015 | 19 | 2015 |
A multi-agent system framework for autonomous crop irrigation A González-Briones, JA Castellanos-Garzón, Y Mezquita-Martín, J Prieto, ... 2019 2nd International Conference on Computer Applications & Information …, 2019 | 16 | 2019 |
A data mining framework based on boundary-points for gene selection from DNA-microarrays: Pancreatic Ductal Adenocarcinoma as a case study J Ramos, JA Castellanos-Garzón, JF De Paz, JM Corchado Engineering Applications of Artificial Intelligence 70, 92-108, 2018 | 14 | 2018 |
A clustering-based method for gene selection to classify tissue samples in lung cancer JA Castellanos-Garzón, J Ramos, A González-Briones, JF de Paz 10th International Conference on Practical Applications of Computational …, 2016 | 9 | 2016 |
An ensemble framework coping with instability in the gene selection process JA Castellanos-Garzón, J Ramos, D López-Sánchez, JF De Paz, ... Interdisciplinary Sciences: Computational Life Sciences 10, 12-23, 2018 | 7 | 2018 |
An evolutionary and visual framework for clustering of DNA microarray data JA Castellanos-Garzón, F Díaz Journal of Integrative Bioinformatics 10 (3), 51-65, 2013 | 4 | 2013 |
A Data Mining Approach Applied to Wireless Sensor Neworks in Greenhouses JA Castellanos-Garzón, Y Mezquita Martín, JL Jaimes S, SM López G Distributed Computing and Artificial Intelligence, Special Sessions, 15th …, 2019 | 3 | 2019 |
A genetic programming approach applied to feature selection from medical data JA Castellanos-Garzón, J Ramos, YM Martín, JF De Paz, E Costa Practical Applications of Computational Biology and Bioinformatics, 12th …, 2019 | 3 | 2019 |
Analyzing gene expression data on a 3d scatter plot CA García, JA Castellanos-Garzón, CG Blanco Soft Computing Models in Industrial and Environmental Applications, 6th …, 2011 | 3 | 2011 |
An evolutionary hierarchical clustering method with a visual validation tool JA Castellanos-Garzón, CA García, LA Miguel-Quintales Bio-Inspired Systems: Computational and Ambient Intelligence: 10th …, 2009 | 3 | 2009 |
A Genetic Programming Strategy to Induce Logical Rules for Clinical Data Analysis JA Castellanos-Garzón, Y Mezquita Martin, JL Jaimes Sanchez, ... Processes 8 (12), 1565, 2020 | 2 | 2020 |
An intelligent system to generate chord progressions from colors with an artificial immune system M Navarro-Cáceres, JA Castellanos-Garzón, J Bajo New Generation Computing 38, 531-549, 2020 | 2 | 2020 |