Recurrence plots and recurrence quantification analysis
http://www.recurrence-plot.tk/
Recurrence Plots
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A hybrid recurrence–wavelet transform approach for geochemical classification of rocks along boreholes:
Automated geochemical domains in mining are accurately delineated by integrating #recurrence_plot analysis and wavelet transforms, allowing real-time classification.
doi.org/10.1016/j.en...
Beyond Perplexity: A Multi-Faceted Analysis of a Novel Densely Connected Transformer
Dense Transformer connectivity tested via #recurrence_plot analysis (Zipf-RQA); no consistent perplexity gains found, but systematic structural differences revealed in generated text.
www.mdpi.com/2076-3417/16...
Triplewise couplings in physiological rhythms detected via #recurrence_plot methods; distinct configurations between healthy and pathological states revealed
link.springer.com/article/10.1...
Cenozoic climate breakpoints estimated via econometric methods with confidence intervals; findings validated five transitions with statistical support from #recurrence_plot analysis
cp.copernicus.org/articles/21/...
Expert Tetris players' eyelid dynamics analyzed via #recurrence_quantification_analysis of Eye Aspect Ratio; RQA measures correlated directly with game actions and performance.
ieeexplore.ieee.org/document/111...
Insights into brain activity revealed through #recurrence_plot analysis in the insula, using quantum-inspired encoding. Differences between normal and pathological behaviors identified, bridging nonlinear, quantum, and medical physics.
link.springer.com/article/10.1...
Radio refractivity chaos analyzed via #recurrence_quantification_analysis; humid stations showed higher complexity than semi-arid ones, affecting microwave link predictability seasonally
www.sciencedirect.com/science/arti...
Node-weighted recurrence analysis for path dynamics on networks: a new variant of "chromatic #recurrence_plot" with a very specific use case.
doi.org/10.1140/epjs...
Oscillation-induced synchronization hubs in global hydrological extremes: Hydrological extremes and teleconnection patterns analyzed via #recurrence_plot synchronization measures
www.sciencedirect.com/science/arti...
Recurrence analysis allows the investigation of self-similarities in time series. Different degrees of regularity of behaviours, or different typologies of chaos, help characterise physical phenomena ...
The paper explores the application of two nonlinear dynamics methods of phase dynamics modeling and the partial mean conditional probabilities of recurrence. The aim of the study is to identify triple...
Abstract. This study presents a statistical time-domain approach for identifying transitions between climate states, referred to as breakpoints, using well-established econometric tools. Our approach ...
Trajectories of units moving on networks are relevant for nonlinear dynamical systems as diverse as polymers, ocean drifters, and human mobility. Although RQA is a well-researched tool with applications in many areas, it has rarely been used for spatial trajectories on networks. Here, we explore the use of RQA for paths on networks. We find that path dynamics on networks display recurrence patterns that are not often described in other applications of recurrence analysis. In particular, the combination of diagonal lines and perpendicular diagonal lines, indicates backtracking paths. We find that recurrence analysis for path dynamics on networks can be helpful to (a) better understand the network structure if dynamic and recurrence plots are known, (b) better understand the dynamics if network and recurrence plots are known, and (c) understand the interaction between path dynamics and the underlying network.
Hydrological extremes—including pluvials and droughts—pose significant threats to water resources, ecosystems, and societal resilience, underscoring t…
Expert video game players exhibit unique behaviors compared to their less experienced counterparts. Such behaviours may also influence physiological aspects such as blinks and eyelid movements. In thi...
This study examined the chaoticity and complex dynamics of the time series for radio refractivity gradient (RRG) over Akure, Enugu, Jos, Minna, and So…