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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)
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International Journal of Innovative Computing, Information and Control(1)
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scopus(8)
Committee c-mantec: A probabilistic constructive neural network
Conference ObjectAbstract: C-Mantec is a recently introduced constructive algorithm that generates compact neural architecturesPalabras claves:Committee networks, Constructive Neural Networks, Supervised classificationAutores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M., José Luis Subirats, Luque-Baena R.M., Urda D.Fuentes:scopusC-Mantec: A novel constructive neural network algorithm incorporating competition between neurons
ArticleAbstract: C-Mantec is a novel neural network constructive algorithm that combines competition between neuronsPalabras claves:Active learning, Constructive neural network, Feed-forward network, generalization, Incremental learning, OverfittingAutores:Franco L., Jerez-Aragonés J.M., José Luis SubiratsFuentes:scopusActive learning using a constructive neural network algorithm
Conference ObjectAbstract: Constructive neural network algorithms suffer severely from overfitting noisy datasets as, in generaPalabras claves:Autores:Franco L., Jerez-Aragonés J.M., José Luis Subirats, Molina I.Fuentes:scopusEnergy-efficient reprogramming in WSN using constructive neural networks
ArticleAbstract: In this paper, we propose the use of neural network based technologies to carry out the dynamic reprPalabras claves:Constructive Neural Networks, Dynamic reprogramming, Feedforward neural networks, Wireless Sensor NetworksAutores:Aragonés J.M.J., Carmona E.C., Franco L., José Luis Subirats, Torres L.M.L., Urda D.Fuentes:scopusEarly breast cancer prognosis pbkp_rediction and rule extraction using a new constructive neural network algorithm
Conference ObjectAbstract: Breast cancer relapse pbkp_rediction is an important step in the complex decision-making process ofPalabras claves:Autores:Alba E., Franco L., Jerez-Aragonés J.M., José Luis Subirats, Molina I.Fuentes:scopusMulticlass Pattern Recognition Extension for the New C-Mantec Constructive Neural Network Algorithm
ArticleAbstract: The new C-Mantec algorithm constructs compact neural network architectures for classsification problPalabras claves:Multiclass pattern recognition, Neural networks, Supervised learningAutores:Franco L., Gómez I., Jerez-Aragonés J.M., José Luis SubiratsFuentes:scopusImplementation of the C-mantec neural network constructive algorithm in an arduino uno microcontroller
Conference ObjectAbstract: A recently proposed constructive neural network algorithm, named C-Mantec, is fully implemented in aPalabras claves:Arduino, Constructive Neural Networks, microcontrollerAutores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M., José Luis Subirats, Molina I.Fuentes:scopusSmart sensor/actuator node reprogramming in changing environments using a neural network model
ArticleAbstract: The techniques currently developed for updating software in sensor nodes located in changing environPalabras claves:Arduino, Constructive Neural Networks, microcontrollerAutores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M., José Luis Subirats, Molina I.Fuentes:scopus