20 citations · 30 across the 4 of their papers we have counts for
4 papers
Low probability states, data statistics, and entropy estimation
Damián G. Hernández, Ahmed Roman, Ilya Nemenman
A fundamental problem in analysis of complex systems is getting a reliable estimate of entropy of their probability distributions over the state space. This is difficult because un…
Software Engineering Meets Network Engineering: Conceptual Model for Events Monitoring and Logging
Sabah Al-Fedaghi, Bader Behbehani
Abstraction applied in computer networking hides network details behind a well-defined representation by building a model that captures an essential aspect of the network system. T…
Estimating the Mutual Information between two Discrete, Asymmetric Variables with Limited Samples
Damián G. Hernández, Inés Samengo
Determining the strength of non-linear statistical dependencies between two variables is a crucial matter in many research fields. The established measure for quantifying such rela…
Information-theoretical analysis of the statistical dependencies among three variables: Applications to written language
Damián G. Hernández, Damián H. Zanette, Inés Samengo
We develop the information-theoretical concepts required to study the statistical dependencies among three variables. Some of such dependencies are pure triple interactions, in the…