105 citations · 805 across the 22 of their papers we have counts for
22 papers
Markov-modulated model for landing flow dynamics: An ordinal analysis validation
Felipe Olivares, Luciano Zunino, Massimiliano Zanin
Air transportation is a complex system characterised by a plethora of interactions at multiple temporal and spatial scales; as a consequence, even simple dynamics like sequencing a…
Ordinal analysis of lexical patterns
David Sanchez, Luciano Zunino, Juan De Gregorio +2
Words are fundamental linguistic units that connect thoughts and things through meaning. However, words do not appear independently in a text sequence. The existence of syntactic r…
Permutation Jensen-Shannon distance: A versatile and fast symbolic tool for complex time series analysis
Luciano Zunino, Felipe Olivares, Haroldo V. Ribeiro +1
The main motivation of this paper is to introduce the permutation Jensen-Shannon distance, a symbolic tool able to quantify the degree of similarity between two arbitrary time seri…
Wavelet-based discrimination of isolated singularities masquerading as multifractals in detrended fluctuation analyses
Paweł Oświęcimka, Stanisław Drożdż, Mattia Frasca +4
The robustness of two widespread multifractal analysis methods, one based on detrended fluctuation analysis and one on wavelet leaders, is discussed in the context of time-series c…
An analysis of high-frequency cryptocurrencies prices dynamics using permutation-information-theory quantifiers
Aurelio F. Bariviera, Luciano Zunino, Osvaldo A. Rosso
This paper discusses the dynamics of intraday prices of twelve cryptocurrencies during last months' boom and bust. The importance of this study lies on the extended coverage of the…
Characterization of Time Series Via Rényi Complexity-Entropy Curves
Max Jauregui, Luciano Zunino, Ervin K. Lenzi +2
One of the most useful tools for distinguishing between chaotic and stochastic time series is the so-called complexity-entropy causality plane. This diagram involves two complexity…