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Forecasting airborne pollen concentrations is one of the most studied topics in aerobiology, due to its crucial application to allergology. The most used tools for this problem are single linealContinue Reading
  • Víctor Sevillano, José Luis Aznarte
  • Medicine, Computer Science
  • PloS one
  • 2018 (First Publication: 14 September 2018)
  • In palynology, the visual classification of pollen grains from different species is a hard task which is usually tackled by human operators using microscopes. Its complete automatization would save aContinue Reading
  • Christoph Bergmeir, Isaac Triguero, Daniel Molina, José Luis Aznarte, José Manuel Benítez
  • Computer Science, Medicine
  • IEEE Transactions on Neural Networks and Learning…
  • 2012 (First Publication: 1 November 2012)
  • In this brief, we present a novel model fitting procedure for the neuro-coefficient smooth transition autoregressive model (NCSTAR), as presented by Medeiros and Veiga. The model is endowed with aContinue Reading
  • José Luis Aznarte, José Manuel Benítez, Juan Luis Castro
  • Computer Science, Mathematics
  • Fuzzy Sets Syst.
  • 2007 (First Publication: 15 December 2007)
  • In this work we will explore the theoretical connections existing between fuzzy rule-based systems (FRBS) applied on univariate time series and two statistical reference tools, the autoregressiveContinue Reading