Listar por autor "Franco, Leónardo"
Mostrando ítems 1-4 de 4
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C-Mantec: A novel constructive neural network algorithm incorporating competition between neurons.
Subirats Contreras, José Luis; Franco, Leónardo
; Jerez-Aragonés, José Manuel (Elsevier, 2011-10-18)
C-Mantec is a novel neural network constructive algorithm that combines competition between neurons with a stable modified perceptron learning rule. The neuron learning is governed by the thermal perceptron rule that ... -
Energy-efficient reprogramming in wsn using constructive neural networks.
Urda, Daniel; Cañete, Eduardo; Subirats Contreras, José Luis; Franco, Leónardo; Llopis-Torres, Luis Manuel; Jerez-Aragonés, José Manuel[et al.] (International Journal of Innovative Computing, Information and Control, 2012-11)
In this paper, we propose the use of neural based technologies to carry out the dynamic reprogramming of wireless sensor networks as an alternative to traditional methodology. An analysis an comparison of the energy cost ... -
Machine learning and natural language processing (NLP) approach to predict early progression to first-line treatment in real-world hormone receptor-positive (HRþ)/HER2-negative advanced breast cancer patients.
Ribelles, Nuria; Jerez-Aragonés, José Manuel; Rodríguez-Brazzarola, Pablo; Jiménez-Rodríguez, Begoña; Díaz-Redondo, Tamara; Mesa, Héctor; Márquez, Antonia; Sánchez-Muñoz, Alfonso; Pajares, Bella; Carabantes, Francisco; Bermejo-Pérez, María José; Villar, Ester; Domínguez-Recio, María Emilia; Saez-Lara, Enrique; Gálvez Carvajal, Laura; Godoy-Ortiz, Ana; Franco, Leónardo; Ruiz-Medina, Sofía; López, Irene; Alba-Conejo, Emilio[et al.] (Elsevier, 2021)
Background: CDK4/6 inhibitors plus endocrine therapies are the current standard of care in the first-line treatment of HRþ/HER2-negative metastatic breast cancer, but there are no well-established clinical or molecular ... -
Pattern of recurrence of early breast cancer is different according to intrinsic subtype and proliferation index.
Ribelles, Nuria; Jerez-Aragonés, José Manuel; Pajares, Bella; Vicioso-Recio, Luis Prudencio; Jiménez-Rodríguez, Begoña; De Luque, Vanessa; Franco, Leónardo; Gallego-Domínguez, Elena María; Márquez, Antonia; Álvarez, Martina; Sánchez-Muñoz, Alfonso; Pérez-Rivas, Luis G.; Alba-Conejo, Emilio; Ribelles, Nuria[et al.] (BMC, 2013-10-22)
Recurrence risk in breast cancer varies throughout the follow-up time. We examined if these changes are related to the level of expression of the proliferation pathway and intrinsic subtypes. Results: Luminal A displayed ...