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Pasquale Gaudio
Person information
- affiliation: University of Rome Tor Vergata, Rome, Italy
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2020 – today
- 2023
- [j14]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): 2825-2859 (2023) - 2022
- [j13]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): 255-289 (2022) - [j12]Valentina Gabbarini
, Alessandro Puleio
, Riccardo Rossi
, Andrea Malizia
, Pasqualino Gaudio
:
A Weighted-LSM Method to Improve Classification and Concentration Evaluation from Laser-Induced Fluorescence Spectra. Sensors 22(20): 7721 (2022) - 2021
- [j11]Riccardo Rossi
, Andrea Murari
, Luca Martellucci
, Pasquale Gaudio
:
NetCausality: A time-delayed neural network tool for causality detection and analysis. SoftwareX 15: 100773 (2021) - 2020
- [j10]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): 141 (2020) - [j9]Riccardo Rossi
, Andrea Murari
, Pasquale Gaudio
, Michela Gelfusa
:
Upgrading Model Selection Criteria with Goodness of Fit Tests for Practical Applications. Entropy 22(4): 447 (2020) - [j8]Riccardo Rossi
, Andrea Murari
, Pasquale Gaudio
:
On the Potential of Time Delay Neural Networks to Detect Indirect Coupling between Time Series. Entropy 22(5): 584 (2020) - [j7]Fabio Marturano, Jean François Ciparisse, Andrea Chierici
, Francesco d'Errico
, Daniele Di Giovanni
, Francesca Fumian
, Riccardo Rossi
, Luca Martellucci
, Pasquale Gaudio
, Andrea Malizia
:
Enhancing Radiation Detection by Drones through Numerical Fluid Dynamics Simulations. Sensors 20(6): 1770 (2020) - [j6]Riccardo Rossi
, Michela Gelfusa
, Andrea Malizia
, Pasqualino Gaudio
:
Adaptive Quasi-Unsupervised Detection of Smoke Plume by LiDAR. Sensors 20(22): 6602 (2020)
2010 – 2019
- 2019
- [j5]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: 5986562:1-5986562:24 (2019) - [j4]Andrea Murari
, Emmanuele Peluso
, Francesco Cianfrani, Pasquale Gaudio
, Michele Lungaroni
:
On the Use of Entropy to Improve Model Selection Criteria. Entropy 21(4): 394 (2019) - 2018
- [j3]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): 627 (2018) - 2017
- [j2]Luigi Antonio Poggi, Pasquale Gaudio
, Riccardo Rossi
, Jean François Ciparisse, Andrea Malizia
:
Non-invasive assessment of dust concentration and relative dustiness in a dust cloud mobilized by a controlled air inlet inside STARDUST-U facility. Reliab. Eng. Syst. Saf. 167: 527-535 (2017) - [j1]Angela Cirigliano
, Orlando Cenciarelli, Andrea Malizia
, Carlo Bellecci, Pasquale Gaudio, Michele Lioj, Teresa Rinaldi
:
Biological Dual-Use Research and Synthetic Biology of Yeast. Sci. Eng. Ethics 23(2): 365-374 (2017) - [c6]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: 1-4 - [c5]Andrea Malizia
, Riccardo Rossi
, Luigi Antonio Poggi, Jean François Ciparisse, Pasqualino Gaudio
:
Imaging to study dust re-suspension phenomena in case of loss of vacuum accidents inside the pharmaceutical industries. GIoTS 2017: 1-6 - [c4]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: 102-113 - 2016
- [c3]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: 105-115 - 2015
- [c2]Eleonora Pacciani, Alessandro Borri
, Paolo Maurizio Soave
, Daniele Gui, Sabina Magalini, Simona Panunzi
, Claudio Roberto Gaz
, Pasquale Gaudio
, Andrea Malizia
, Andrea De Gaetano
:
Modelling and simulation for Major Incidents. PervasiveHealth 2015: 297-303 - [c1]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: 347-355
Coauthor Index

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