73 citations · 145 across the 8 of their papers we have counts for
3 papers · 1 filter
Degree weighted recurrence networks for the analysis of time series data
Rinku Jacob, K. P. Harikrishnan, R. Misra +1
Recurrence networks are powerful tools used effectively in the nonlinear analysis of time series data. The analysis in this context is done mostly with unweighted and undirected co…
Determining the minimum embedding dimension for state space reconstruction through recurrence networks
K. P. Harikrishnan, Rinku Jacob, R. Misra +1
The analysis of observed time series from nonlinear systems is usually done by making a time-delay reconstruction to unfold the dynamics on a multi-dimensional state space. An impo…
Recurrence network measures for hypothesis testing using surrogate data: application to black hole light curves
Rinku Jacob, K. P. Harikrishnan, R. Misra +1
Recurrence networks and the associated statistical measures have become important tools in the analysis of time series data. In this work, we test how effective the recurrence netw…