Works by Gelfusa, Michela

Results: 28

A practical utility-based but objective approach to model selection for regression in scientific applications.

Published in:

Artificial Intelligence Review, 2023, v. 56, p. 2825, doi. 10.1007/s10462-023-10591-4

By:

Murari, Andrea;
Rossi, Riccardo;
Spolladore, Luca;
Lungaroni, Michele;
Gaudio, Pasquale;
Gelfusa, Michela

Publication type:

Article

Combining neural computation and genetic programming for observational causality detection and causal modelling.

Published in:

Artificial Intelligence Review, 2023, v. 56, n. 7, p. 6365, doi. 10.1007/s10462-022-10320-3

By:

Murari, Andrea;
Rossi, Riccardo;
Gelfusa, Michela

Publication type:

Article

On the Potential of Relational Databases for the Detection of Clusters of Infection and Antibiotic Resistance Patterns.

Published in:

Antibiotics (2079-6382), 2023, v. 12, n. 4, p. 784, doi. 10.3390/antibiotics12040784

By:

Gelfusa, Michela;
Murari, Andrea;
Ludovici, Gian Marco;
Franchi, Cristiano;
Gelfusa, Claudio;
Malizia, Andrea;
Gaudio, Pasqualino;
Farinelli, Giovanni;
Panella, Giacinto;
Gargiulo, Carla;
Casinelli, Katia

Publication type:

Article

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.

Published in:

Complexity, 2022, p. 1, doi. 10.1155/2022/9518303

By:

Murari, Andrea;
Lungaroni, Michele;
Rossi, Riccardo;
Spolladore, Luca;
Gelfusa, Michela

Publication type:

Article

The Reciprocal Influence Criterion: An Upgrade of the Information Quality Ratio.

Published in:

Complexity, 2021, p. 1, doi. 10.1155/2021/9426547

By:

Rossi, Riccardo;
Gelfusa, Michela;
De Masi, Filippo;
Ossidi, Matteo;
Murari, Andrea

Publication type:

Article

Adaptive Quasi-Unsupervised Detection of Smoke Plume by LiDAR.

Published in:

2020

By:

Rossi, Riccardo;
Gelfusa, Michela;
Malizia, Andrea;
Gaudio, Pasqualino

Publication type:

Letter

Alternative Detection of n = 1 Modes Slowing Down on ASDEX Upgrade.

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 21, p. 7891, doi. 10.3390/app10217891

By:

Peluso, Emmanuele;
Rossi, Riccardo;
Murari, Andrea;
Gaudio, Pasqualino;
Gelfusa, Michela

Publication type:

Article

Investigating the Physics of Tokamak Global Stability with Interpretable Machine Learning Tools.

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 19, p. 6683, doi. 10.3390/app10196683

By:

Murari, Andrea;
Peluso, Emmanuele;
Lungaroni, Michele;
Rossi, Riccardo;
Gelfusa, Michela

Publication type:

Article

Improved Treatment of the Independent Variables for the Deployment of Model Selection Criteria in the Analysis of Complex Systems.

Published in:

Entropy, 2021, v. 23, n. 9, p. 1202, doi. 10.3390/e23091202

By:

Spolladore, Luca;
Gelfusa, Michela;
Rossi, Riccardo;
Murari, Andrea

Publication type:

Article

Image-Based Methods to Investigate Synchronization between Time Series Relevant for Plasma Fusion Diagnostics.

Published in:

Entropy, 2020, v. 22, n. 7, p. 775, doi. 10.3390/e22070775

By:

Craciunescu, Teddy;
Murari, Andrea;
Lerche, Ernesto;
Gelfusa, Michela

Publication type:

Article

Upgrading Model Selection Criteria with Goodness of Fit Tests for Practical Applications.

Published in:

Entropy, 2020, v. 22, n. 4, p. 447, doi. 10.3390/e22040447

By:

Rossi, Riccardo;
Murari, Andrea;
Gaudio, Pasquale;
Gelfusa, Michela

Publication type:

Article

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

Published in:

Entropy, 2020, v. 22, n. 2, p. 141, doi. 10.3390/e22020141

By:

Murari, Andrea;
Rossi, Riccardo;
Lungaroni, Michele;
Gaudio, Pasquale;
Gelfusa, Michela

Publication type:

Article

Causality Detection Methods Applied to the Investigation of Malaria Epidemics.

Published in:

Entropy, 2019, v. 21, n. 8, p. 784, doi. 10.3390/e21080784

By:

Craciunescu, Teddy;
Murari, Andrea;
Gelfusa, Michela

Publication type:

Article

Improving Entropy Estimates of Complex Network Topology for the Characterization of Coupling in Dynamical Systems.

Published in:

Entropy, 2018, v. 20, n. 11, p. 891, doi. 10.3390/e20110891

By:

Craciunescu, Teddy;
Murari, Andrea;
Gelfusa, Michela

Publication type:

Article

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

Published in:

Entropy, 2018, v. 20, n. 9, p. 627, doi. 10.3390/e20090627

By:

Murari, Andrea;
Lungaroni, Michele;
Peluso, Emmanuele;
Gaudio, Pasquale;
Lerche, Ernesto;
Garzotti, Luca;
Gelfusa, Michela

Publication type:

Article

Detection of Causal Relations in Time Series Affected by Noise in Tokamaks Using Geodesic Distance on Gaussian Manifolds.

Published in:

Entropy, 2017, v. 19, n. 10, p. 569, doi. 10.3390/e19100569

By:

Murari, Andrea;
Craciunescu, Teddy;
Peluso, Emmanuele;
Gelfusa, Michela

Publication type:

Article

In-cell measurements of smoke backscattering coefficients using a CO2laser system for application to lidar-dial forest fire detection.

Published in:

Optical Engineering, 2010, v. 49, n. 12, p. 124302

By:

Carlo Bellecci;
Pasquale Gaudio;
Michela Gelfusa;
Teresa Lo Feudo;
Andrea Murari;
Maria Richetta;
Leonerdo De Leo

Publication type:

Article

Multiwavelength differential absorption lidar to improve measurement accuracy: test with ammonia over a traffic area.

Published in:

Applied Physics B: Lasers & Optics, 2018, v. 124, n. 7, p. 1, doi. 10.1007/s00340-018-7018-6

By:

Rossi, Riccardo;
Ciparisse, Jean-François;
Malizia, Andrea;
Gelfusa, Michela;
Gaudio, Pasquale

Publication type:

Article

APPLICATION OF OPTICAL TECHNIQUES TO DETECT CHEMICAL AND BIOLOGICAL AGENTS.

Published in:

Defence S&T Technical Bulletin, 2017, v. 10, n. 1, p. 1

By:

Pasqualino, Gaudio;
Michela, Gelfusa;
Andrea, Murari;
Roberto, Pizzoferrato;
Mariachiara, Carestia;
Orlando, Cenciarelli;
Stefano, Parracino;
Gianmarco, Ludovici;
Jessica, Gabriele;
Valentina, Gabbarini;
Daniele, Di Giovanni;
Riccardo, Rossi;
Ciparisse, Jean Francois;
Bellecci, Carlo;
Malizia, Andrea

Publication type:

Article

A REVIEW OF TECHNIQUES FOR THE DETECTION OF BIOLOGICAL WARFARE AGENTS.

Published in:

Defence S&T Technical Bulletin, 2015, v. 8, n. 1, p. 17

By:

Ludovici, Gian Marco;
Gabbarini, Valentina;
Cenciarelli, Orlando;
Malizia, Andrea;
Tamburrini, Annalaura;
Pietropaoli, Stefano;
Carestia, Mariachiara;
Gelfusa, Michela;
Sassolini, Alessandro;
Giovanni, Daniele Di;
Palombi, Leonardo;
Bellecci, Carlo;
Gaudi, Pasquale

Publication type:

Article

A Model Falsification Approach to Learning in Non-Stationary Environments for Experimental Design.

Published in:

Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-54145-7

By:

Murari, Andrea;
Lungaroni, Michele;
Peluso, Emmanuele;
Craciunescu, Teddy;
Gelfusa, Michela

Publication type:

Article

Geodesic Distance on Gaussian Manifolds to Reduce the Statistical Errors in the Investigation of Complex Systems.

Published in:

Complexity, 2019, p. 1, doi. 10.1155/2019/5986562

By:

Lungaroni, Michele;
Murari, Andrea;
Peluso, Emmanuele;
Gaudio, Pasqualino;
Gelfusa, Michela

Publication type:

Article

Real-time vehicle emissions monitoring using a compact LiDAR system and conventional instruments: first results of an experimental campaign in a suburban area in southern Italy.

Published in:

Optical Engineering, 2016, v. 55, n. 10, p. 103107-1, doi. 10.1117/1.OE.55.10.103107

By:

Parracino, Stefano;
Richetta, Maria;
Gelfusa, Michela;
Malizia, Andrea;
Bellecci, Carlo;
De Leo, Leonardo;
Perrimezzi, Carlo;
Fin, Alessandro;
Forin, Marco;
Giappicucci, Francesca;
Grion, Massimo;
Marchese, Giuseppe;
Gaudio, Pasquale

Publication type:

Article

Development of a rapid method for the automatic classification of biological agents' fluorescence spectral signatures.

Published in:

Optical Engineering, 2015, v. 54, n. 11, p. 1, doi. 10.1117/1.OE.54.11.114105

By:

Carestia, Mariachiara;
Pizzoferrato, Roberto;
Gelfusa, Michela;
Cenciarelli, Orlando;
Ludovici, Gian Marco;
Gabriele, Jessica;
Malizia, Andrea;
Murari, Andrea;
Vega, Jesus;
Gaudio, Pasquale

Publication type:

Article

New Challenges in Nuclear Fusion Reactors: From Data Analysis to Materials and Manufacturing.

Published in:

Applied Sciences (2076-3417), 2023, v. 13, n. 10, p. 6240, doi. 10.3390/app13106240

By:

Peluso, Emmanuele;
Pakhomova, Ekaterina;
Gelfusa, Michela

Publication type:

Article

Neutronics Assessment of the Spatial Distributions of the Nuclear Loads on the DEMO Divertor ITER-like Targets: Comparison between the WCLL and HCPB Blanket.

Published in:

Applied Sciences (2076-3417), 2023, v. 13, n. 3, p. 1715, doi. 10.3390/app13031715

By:

Noce, Simone;
Flammini, Davide;
Gaudio, Pasqualino;
Gelfusa, Michela;
Mazzone, Giuseppe;
Moro, Fabio;
Romanelli, Francesco;
Villari, Rosaria;
You, Jeong-Ha

Publication type:

Article

An Unsupervised Spectrogram Cross-Correlation Method to Assess ELM Triggering Efficiency by Pellets.

Published in:

Applied Sciences (2076-3417), 2022, v. 12, n. 7, p. 3681, doi. 10.3390/app12073681

By:

Rossi, Riccardo;
Cesaroni, Silvia;
Bombarda, Francesca;
Gaudio, Pasquale;
Gelfusa, Michela;
Marinelli, Marco;
Verona Rinati, Gianluca;
Peluso, Emmanuele

Publication type:

Article

Considerations on Stellarator's Optimization from the Perspective of the Energy Confinement Time Scaling Laws.

Published in:

Applied Sciences (2076-3417), 2022, v. 12, n. 6, p. 2862, doi. 10.3390/app12062862

By:

Murari, Andrea;
Peluso, Emmanuele;
Spolladore, Luca;
Vega, Jesus;
Gelfusa, Michela

Publication type:

Article