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Antonio J. Tallón-Ballesteros
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Mapas conceptuales
A Ontoria, A Ballesteros, C Cuevas, L Giraldo, I Martín, A Molina, ...
Una técnica para aprender 13, 1992
2851992
Mapas conceituais: uma técnica para aprender
AO Penã, A Ballesteros, C Cuevas, L Giraldo, I Martín, A Molina, ...
São Paulo: Loyola, 2005
792005
Springer International Publishing: Cham
H Yin, D Camacho, P Novais, AJ Tallón-Ballesteros
Switzerland, 2018
532018
Data mining methods applied to a digital forensics task for supervised machine learning
AJ Tallón-Ballesteros, JC Riquelme
Computational Intelligence in Digital Forensics: Forensic Investigation and …, 2014
352014
Massive missing data reconstruction in ocean buoys with evolutionary product unit neural networks
AM Durán-Rosal, C Hervás-Martínez, AJ Tallón-Ballesteros, ...
Ocean Engineering 117, 292-301, 2016
292016
Predicting concentration levels of air pollutants by transfer learning and recurrent neural network
IH Fong, T Li, S Fong, RK Wong, AJ Tallon-Ballesteros
Knowledge-Based Systems 192, 105622, 2020
282020
Feature selection to enhance a two-stage evolutionary algorithm in product unit neural networks for complex classification problems
AJ Tallón-Ballesteros, C Hervás-Martínez, JC Riquelme, R Ruiz
Neurocomputing 114, 107-117, 2013
262013
A two-stage algorithm in evolutionary product unit neural networks for classification
AJ Tallón-Ballesteros, C Hervás-Martínez
Expert Systems with Applications 38 (1), 743-754, 2011
262011
Cómo ordenar el conocimiento: usando mapas conceptuales
AO Peña, A Ballesteros
Alfaomega, 2010
252010
Tackling ant colony optimization meta-heuristic as search method in feature subset selection based on correlation or consistency measures
AJ Tallón-Ballesteros, JC Riquelme
International Conference on Intelligent Data Engineering and Automated …, 2014
172014
Deleting or keeping outliers for classifier training?
AJ Tallón-Ballesteros, JC Riquelme
2014 sixth world congress on Nature and Biologically Inspired Computing …, 2014
172014
otros (1994): Mapas conceptuales
A Ontoria, A Ballesteros
Una técnica para aprender, 0
13
Merging subsets of attributes to improve a hybrid consistency-based filter: a case of study in product unit neural networks
AJ Tallón-Ballesteros, JC Riquelme, R Ruiz
Connection Science 28 (3), 242-257, 2016
112016
Semi-wrapper feature subset selector for feed-forward neural networks: Applications to binary and multi-class classification problems
AJ Tallón-Ballesteros, JC Riquelme, R Ruiz
Neurocomputing 353, 28-44, 2019
102019
Explainable AI: Using Shapley value to explain complex anomaly detection ML-based systems
A Tallón-Ballesteros, C Chen
Machine learning and artificial intelligence 332, 152, 2020
92020
Improving the accuracy of a two-stage algorithm in evolutionary product unit neural networks for classification by means of feature selection
AJ Tallón-Ballesteros, C Hervás-Martínez, JC Riquelme, R Ruiz
International Work-Conference on the Interplay Between Natural and …, 2011
92011
Bare bones fireworks algorithm for medical image compression
E Tuba, R Jovanovic, M Beko, AJ Tallón-Ballesteros, M Tuba
International Conference on Intelligent Data Engineering and Automated …, 2018
72018
Featuring the attributes in supervised machine learning
AJ Tallón-Ballesteros, L Correia, B Xue
International Conference on Hybrid Artificial Intelligence Systems, 350-362, 2018
72018
Low dimensionality or same subsets as a result of feature selection: an in-depth roadmap
AJ Tallón-Ballesteros, JC Riquelme
International Work-Conference on the Interplay Between Natural and …, 2017
72017
Distribution of the search of evolutionary product unit neural networks for classification
AJ Tallón-Ballesteros, PA Gutiérrez-Peña, C Hervás-Martínez
arXiv preprint arXiv:1205.3336, 2012
72012
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