Michele Lungaroni

On the Use of Transfer Entropy to Investigate the Time Horizon of Causal Influences between Signals

Michela Gelfusa, Emmanuele Peluso, Andrea Murari, 2018, Entropy.

How to Handle Error Bars in Symbolic Regression for Data Mining in Scientific Applications

Michela Gelfusa, Emmanuele Peluso, Pasqualino Gaudio, 2015, SLDS.

A Metric to Improve the Robustness of Conformal Predictors in the Presence of Error Bars

Michela Gelfusa, Emmanuele Peluso, Pasqualino Gaudio, 2016, COPA.

Deriving Realistic Mathematical Models from Support Vector Machines for Scientific Applications

Michela Gelfusa, Emmanuele Peluso, Pasqualino Gaudio, 2017, KDIR.

Quantifying Total Influence between Variables with Information Theoretic and Machine Learning Techniques

Michela Gelfusa, Riccardo Rossi, Andrea Murari, 2019, Entropy.

Quantifying Total Influence between Variables with Information Theoretic and Machine Learning Techniques

Riccardo Rossi, Michela Gelfusa, Andrea Murari, 2020, Entropy.

Complex networks for the analysis of the synchronization of time series relevant for plasma fusion diagnostics

Michela Gelfusa, Emmanuele Peluso, Pasqualino Gaudio, 2017, 2017 European Conference on Circuit Theory and Design (ECCTD).