Time series analysis via network science: Concepts and algorithms
There is nowadays a constant flux of data being generated and collected in all types of real
world systems. These data sets are often indexed by time, space, or both requiring …
world systems. These data sets are often indexed by time, space, or both requiring …
Analysis and classification of sleep stages based on difference visibility graphs from a single-channel EEG signal
The existing sleep stages classification methods are mainly based on time or frequency
features. This paper classifies the sleep stages based on graph domain features from a …
features. This paper classifies the sleep stages based on graph domain features from a …
Visibility algorithms: A short review
Disregarding any underlying process (and therefore any physical, chemical, economical or
whichever meaning of its mere numeric values), we can consider a time series just as an …
whichever meaning of its mere numeric values), we can consider a time series just as an …
Intermittency route to self-excited chaotic thermoacoustic oscillations
In nonlinear dynamics, there are three classic routes to chaos, namely the period-doubling
route, the Ruelle–Takens–Newhouse route and the intermittency route. The first two routes …
route, the Ruelle–Takens–Newhouse route and the intermittency route. The first two routes …
Natural visibility encoding for time series and its application in stock trend prediction
As a newly developed method, the natural visibility graph (NVG) has attracted great
attention. Most of the previous research focuses on exploring the time series using the NVG …
attention. Most of the previous research focuses on exploring the time series using the NVG …
Visibility graph analysis of geophysical time series: Potentials and possible pitfalls
Recently, complex network approaches to time series analysis have been developed and
successfully applied to geophysical records. In this paper, the visibility graph approach is re …
successfully applied to geophysical records. In this paper, the visibility graph approach is re …
From the time series to the complex networks: The parametric natural visibility graph
IV Bezsudnov, AA Snarskii - Physica A: Statistical Mechanics and its …, 2014 - Elsevier
We present the modification of natural visibility graph (NVG) algorithm used for the map**
of the time series to the complex networks (graphs). We propose the parametric natural …
of the time series to the complex networks (graphs). We propose the parametric natural …
Analysis of alcoholic EEG signals based on horizontal visibility graph entropy
This paper proposes a novel horizontal visibility graph entropy (HVGE) approach to evaluate
EEG signals from alcoholic subjects and controlled drinkers and compare with a sample …
EEG signals from alcoholic subjects and controlled drinkers and compare with a sample …
The chaotic, self-similar and hierarchical patterns in Bitcoin and Ethereum price series
Abstract Bitcoin (BTC) and Ethereum (ETH), pioneering public blockchains implementations,
are two fundamental levers to register and transfer digital value. This article studies the …
are two fundamental levers to register and transfer digital value. This article studies the …
Forced synchronization of self-excited chaotic thermoacoustic oscillations
We experimentally investigate the forced synchronization of a self-excited chaotic
thermoacoustic oscillator with two natural frequencies, plane. This study extends the …
thermoacoustic oscillator with two natural frequencies, plane. This study extends the …