ListarGI-RNASA - Artigos por tema "Genetic programming"

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    • Classification of Signals by Means of Genetic Programming 

      Fernández-Blanco, Enrique; Rivero, Daniel; Gestal, M.; Dorado, Julián (Springer, 2013-03-30)
      [Abstract] This paper describes a new technique for signal classification by means of Genetic Programming (GP). The novelty of this technique is that no prior knowledge of the signals is needed to extract the features. ...

    • Evolutionary Computation and QSAR Research 

      Aguiar-Pulido, Vanessa; Gestal, M.; Cruz-Monteagudo, Maykel; Rabuñal, Juan R.; Dorado, Julián; Munteanu, Cristian-Robert (Bentham Science, 2013)
      [Abstract] The successful high throughput screening of molecule libraries for a specific biological property is one of the main improvements in drug discovery. The virtual molecular filtering and screening relies greatly ...

    • Optimization of existing equations using a new genetic programming algorithm: application to the shear strength of reinforced concrete beams 

      Pérez, Juan L.; Cladera, Antoni; Rabuñal, Juan R.; Martínez-Abella, Fernando (Elsevier, 2012-03-13)
      [Abstract] A method based on Genetic Programming (GP) to improve previously known empirical equations is presented. From a set of experimental data, the GP may improve the adjustment of such formulas through the symbolic ...

    • Population Subset Selection for the Use of a Validation Dataset for Overfitting Control in Genetic Programming 

      Rivero, Daniel; Fernández-Blanco, Enrique; Fernández-Lozano, Carlos; Pazos, A. (Taylor & Francis Group, 2019-07-31)
      [Abstract] Genetic Programming (GP) is a technique which is able to solve different problems through the evolution of mathematical expressions. However, in order to be applied, its tendency to overfit the data is one of ...

    • Towards Automatic Image Enhancement with Genetic Programming and Machine Learning 

      Correia, Joao; Rodríguez-Fernández, Nereida; Vieira, Leonardo; Romero, Juan; Machado, Penousal (MDPI, 2022)
      [Abstract] Image Enhancement (IE) is an image processing procedure in which the image’s original information is improved, highlighting specific features to ease post-processing analyses by a human or machine. State-of-the-art ...