Michele Lungaroni

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 12

Top Topics

Model Selection Criteria

Symbolic Regression

Information Theoretic

Top Venues

Artif. Intell. Rev.

Publications

Andrea Murari, Michele Lungaroni, Luca Spolladore, Emmanuele Peluso, Riccardo Rossi, Michela Gelfusa
Information theoretic and neural computational tools for meta-analysis of cumulative databases in the age of Big Physics experiments. Neural Comput. Appl. 35 (1) (2023)
Andrea Murari, Riccardo Rossi, Luca Spolladore, Michele Lungaroni, Pasquale Gaudio, Michela Gelfusa
A practical utility-based but objective approach to model selection for regression in scientific applications. Artif. Intell. Rev. 56 (S2) (2023)
Andrea Murari, Michela Gelfusa, Michele Lungaroni, Pasquale Gaudio, Emmanuele Peluso
A systemic approach to classification for knowledge discovery with applications to the identification of boundary equations in complex systems. Artif. Intell. Rev. 55 (1) (2022)
Andrea Murari, Michele Lungaroni, Riccardo Rossi, Luca Spolladore, Michela Gelfusa
Complexity: Frontiers in Data-Driven Methods for Understanding, Prediction, and Control of Complex Systems 2022 on the Development of Information Theoretic Model Selection Criteria for the Analysis of Experimental Data. Complex. 2022 (2022)
Andrea Murari, Riccardo Rossi, Michele Lungaroni, Pasquale Gaudio, Michela Gelfusa
Quantifying Total Influence between Variables with Information Theoretic and Machine Learning Techniques. Entropy 22 (2) (2020)
Michele Lungaroni, Andrea Murari, Emmanuele Peluso, Pasqualino Gaudio, Michela Gelfusa
Geodesic Distance on Gaussian Manifolds to Reduce the Statistical Errors in the Investigation of Complex Systems. Complex. 2019 (2019)
Andrea Murari, Emmanuele Peluso, Francesco Cianfrani, Pasquale Gaudio, Michele Lungaroni
On the Use of Entropy to Improve Model Selection Criteria. Entropy 21 (4) (2019)
Andrea Murari, Michele Lungaroni, Emmanuele Peluso, Pasquale Gaudio, Ernesto Lerche, Luca Garzotti, Michela Gelfusa, J. E. T. Contributors
On the Use of Transfer Entropy to Investigate the Time Horizon of Causal Influences between Signals. Entropy 20 (9) (2018)
Teddy Craciunescu, Andrea Murari, Emmanuele Peluso, Michela Gelfusa, Michele Lungaroni, Pasqualino Gaudio
Complex networks for the analysis of the synchronization of time series relevant for plasma fusion diagnostics. ECCTD (2017)
Andrea Murari, Emmanuele Peluso, Saeed Talebzadeh, Pasqualino Gaudio, Michele Lungaroni, Ondrej Mikulin, Jesús Vega, Michela Gelfusa
Deriving Realistic Mathematical Models from Support Vector Machines for Scientific Applications. KDIR (2017)
Andrea Murari, Saeed Talebzadeh, Jesús Vega, Emmanuele Peluso, Michela Gelfusa, Michele Lungaroni, Pasqualino Gaudio
A Metric to Improve the Robustness of Conformal Predictors in the Presence of Error Bars. COPA (2016)
Andrea Murari, Emmanuele Peluso, Michela Gelfusa, Michele Lungaroni, Pasqualino Gaudio
How to Handle Error Bars in Symbolic Regression for Data Mining in Scientific Applications. SLDS (2015)