Elsa Siggiridou

According to our database, Elsa Siggiridou authored at least 8 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Adaptation of Partial Mutual Information from Mixed Embedding to Discrete-Valued Time Series.

Maria Papapetrou, Elsa Siggiridou, Dimitris Kugiumtzis

Entropy, 2022

2021

Dimension Reduction of Polynomial Regression Models for the Estimation of Granger Causality in High-Dimensional Time Series.

Elsa Siggiridou, Dimitris Kugiumtzis

IEEE Trans. Signal Process., 2021

Detecting direct causality in multivariate time series: A comparative study.

Angeliki Papana, Elsa Siggiridou, Dimitris Kugiumtzis

Commun. Nonlinear Sci. Numer. Simul., 2021

2020

Shortcomings of Transfer Entropy and Partial Transfer Entropy: Extending Them to Escape the Curse of Dimensionality.

Angeliki Papana, Ariadni Papana Dagiasis, Elsa Siggiridou

Int. J. Bifurc. Chaos, 2020

2019

Evaluation of Granger Causality Measures for Constructing Networks from Multivariate Time Series.

Elsa Siggiridou, Christos Koutlis, Alkiviadis Tsimpiris, Dimitris Kugiumtzis

Entropy, 2019

2016

Granger Causality in Multivariate Time Series Using a Time-Ordered Restricted Vector Autoregressive Model.

Elsa Siggiridou, Dimitris Kugiumtzis

IEEE Trans. Signal Process., 2016

2015

Causality networks from multivariate time series and application to epilepsy.

Elsa Siggiridou, Christos Koutlis, Alkiviadis Tsimpiris, Vasilios K. Kimiskidis, Dimitris Kugiumtzis

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Correlation Networks for Identifying Changes in Brain Connectivity during Epileptiform Discharges and Transcranial Magnetic Stimulation.

Elsa Siggiridou, Dimitris Kugiumtzis, Vasilios K. Kimiskidis

Sensors, 2014