• A sliding window-based algorithm for faster transformation of time series into complex networks 

  Carmona-Cabezas, Rafael; Gómez-Gómez, Javier; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (AIP Publishing, 2019)

  A new alternative method to approximate the Visibility Graph (VG) of a time series has been introduced here. It exploits the fact that most of the nodes in the resulting network are not connected to those that are far away ...

• Multifractal detrended fluctuation analysis of rainfall time series in the Guadeloupe archipelago 

  Gómez-Gómez, Javier; Plocoste, Thomas; Alexis, Esdra; Jiménez-Hornero, Francisco José; Gutiérrez de Ravé Agüera, Eduardo; Nuiro, Silvere Paul (Elsevier, 2023)

  Due to the vulnerability of the Caribbean islands to the climate change issue, it is important to investigate the behavior of rainfall. In addition, the soil of the French West Indies Islands has been contaminated by an ...

• Multifractal analysis application to the study of fat and its infiltration in Iberian ham: Influence of racial and feeding factors and type of slicing 

  Serrano, Salud; Perán-Sánchez, Francisco; Gutiérrez de Ravé Agüera, Eduardo; Cumplido, Ana; Jiménez-Hornero, Francisco José (Elsevier, 2019)

  This paper explores the multifractal features of different commercial designations of Iberian ham (acorn 100% Iberian ham, acorn Iberian ham, feed/pasture Iberian ham and feed Iberian ham). This study has been done by ...

• Multiplex Visibility Graphs as a complementary tool for describing the relation between ground level O3 and No2 

  Carmona-Cabezas, Rafael; Gómez-Gómez, Javier; Ariza Villaverde, Ana Belén; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (Elsevier, 2020)

  The usage of multilayer complex networks for the analysis of correlations among environmental variables (such as O3and NO2concentrations from the photochemical smog) is investigated in this work. The mentioned technique ...

• Improving graph-based detection of singular events for photochemical smog agents 

  Carmona-Cabezas, Rafael; Gómez-Gómez, Javier; Gutiérrez de Ravé Agüera, Eduardo; Sánchez-López, Elena; Serrano, João; Jiménez-Hornero, Francisco José (Elsevier, 2020)

  Recently, a set of graph-based tools have been introduced for the identification of singular events of O3, NO2 and temperature time series, as well as description of their dynamics. These are based on the use of the ...

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