Ezequiel Bianco-Martinez

activity

20132016

most citedSuccessful network inference from time-series data using Mutual Information Rate

35 citations · 55 across the 4 of their papers we have counts for

collaborators

Showing 2016Show all

2 papers · 1 filter

nlin.CD2016★ 11 cited

Space-time nature of causality

Ezequiel Bianco-Martinez, Murilo S. Baptista

In a causal world the direction of the time arrow dictates how past causal events in a variable $X$ produce future effects in $Y$ . $X$ is said to cause an effect in $Y$ , if the pre…

nlin.CD2016★ 35 cited

Successful network inference from time-series data using Mutual Information Rate

E. Bianco-Martinez, N. Rubido, Ch. G. Antonopoulos +1

This work uses an information-based methodology to infer the connectivity of complex systems from observed time-series data. We first derive analytically an expression for the Mutu…