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JOSÉ ANTONIO CASTELLANOS GARZÓN
JOSÉ ANTONIO CASTELLANOS GARZÓN
Professor of Computer Science, University of Salamanca
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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
1902014
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, 2018
812018
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
602017
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
542019
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
452013
An evolutionary framework for machine learning applied to medical data
JA Castellanos-Garzón, E Costa, JM Corchado
Knowledge-Based Systems 185, 104982, 2019
412019
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
322013
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
222017
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
192015
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
172019
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
142018
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
92016
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
72018
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
42019
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
42013
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
32019
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
32009
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
22020
Practical Applications of Computational Biology and Bioinformatics, 13th International Conference
JF De Paz, P González
Springer International Publishing, 2020
22020
Evolutionary framework for DNA Microarry Cluster Analysis
JA Castellanos Garzón
22013
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Artículos 1–20