José Antonio
Castellanos Garzón
Profesor Titular de Universidad
Publicaciones (28) Publicaciones de José Antonio Castellanos Garzón
2020
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A genetic programming strategy to induce logical rules for clinical data analysis
Processes, Vol. 8, Núm. 12, pp. 1-23
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An Intelligent System to Generate Chord Progressions from Colors with an Artificial Immune System
New Generation Computing, Vol. 38, Núm. 3, pp. 531-549
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Determining the maximum length of logical rules in a classifier and visual comparison of results
MethodsX, Vol. 7
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Preface
Advances in Intelligent Systems and Computing
2019
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A data mining approach applied to wireless sensor neworks in greenhouses
Advances in Intelligent Systems and Computing
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A genetic programming approach applied to feature selection from medical data
Advances in Intelligent Systems and Computing
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A multi-agent system framework for autonomous crop irrigation
2nd International Conference on Computer Applications and Information Security, ICCAIS 2019
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An evolutionary framework for machine learning applied to medical data
Knowledge-Based Systems, Vol. 185
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Intelligent multi-agent system for water reduction in automotive irrigation processes
Procedia Computer Science
2018
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A boundary-point approach applied to gene selection in gene expression data
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
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A data mining framework based on boundary-points for gene selection from DNA-microarrays: Pancreatic Ductal Adenocarcinoma as a case study
Engineering Applications of Artificial Intelligence, Vol. 70, pp. 92-108
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A framework for knowledge discovery from wireless sensor networks in rural environments: A crop irrigation systems case study
Wireless Communications and Mobile Computing, Vol. 2018
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An Ensemble Framework Coping with Instability in the Gene Selection Process
Interdisciplinary Sciences: Computational Life Sciences, Vol. 10, Núm. 1, pp. 12-23
2017
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A CBR framework with gradient boosting based feature selection for lung cancer subtype classification
Computers in Biology and Medicine, Vol. 86, pp. 98-106
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An Agent-Based Clustering Approach for Gene Selection in Gene Expression Microarray
Interdisciplinary Sciences: Computational Life Sciences, Vol. 9, Núm. 1
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An ensemble approach for gene selection in gene expression data
Advances in Intelligent Systems and Computing
2016
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A clustering-based method for gene selection to classify tissue samples in lung cancer
Advances in Intelligent Systems and Computing
2015
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A gene selection approach based on clustering for classification tasks in colon cancer
ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, Vol. 4, Núm. 3, pp. 1-10
2014
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Intelligent business processes composition based on multi-agent systems
Expert Systems with Applications, Vol. 41, Núm. 4 PART 1, pp. 1189-1205
2013
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A Clustering Framework Applied to DNA Microarray Data
Advances in Intelligent Systems and Computing, Vol. 222, pp. 15-22