Pasquale Gaudio
Orcid: 0000-0003-0861-558XAffiliations:
- University of Rome Tor Vergata, Rome, Italy
According to our database1,
Pasquale Gaudio
authored at least 20 papers
between 2015 and 2023.
Collaborative distances:
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Bibliography
2023
A practical utility-based but objective approach to model selection for regression in scientific applications.
Artif. Intell. Rev., November, 2023
2022
A Weighted-LSM Method to Improve Classification and Concentration Evaluation from Laser-Induced Fluorescence Spectra.
Sensors, 2022
A systemic approach to classification for knowledge discovery with applications to the identification of boundary equations in complex systems.
Artif. Intell. Rev., 2022
2021
NetCausality: A time-delayed neural network tool for causality detection and analysis.
SoftwareX, 2021
2020
Enhancing Radiation Detection by Drones through Numerical Fluid Dynamics Simulations.
Sensors, 2020
Upgrading Model Selection Criteria with Goodness of Fit Tests for Practical Applications.
Entropy, 2020
On the Potential of Time Delay Neural Networks to Detect Indirect Coupling between Time Series.
Entropy, 2020
Quantifying Total Influence between Variables with Information Theoretic and Machine Learning Techniques.
Entropy, 2020
2019
Geodesic Distance on Gaussian Manifolds to Reduce the Statistical Errors in the Investigation of Complex Systems.
Complex., 2019
2018
On the Use of Transfer Entropy to Investigate the Time Horizon of Causal Influences between Signals.
Entropy, 2018
2017
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., 2017
Deriving Realistic Mathematical Models from Support Vector Machines for Scientific Applications.
Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017
Imaging to study dust re-suspension phenomena in case of loss of vacuum accidents inside the pharmaceutical industries.
Proceedings of the Global Internet of Things Summit, 2017
Complex networks for the analysis of the synchronization of time series relevant for plasma fusion diagnostics.
Proceedings of the 2017 European Conference on Circuit Theory and Design, 2017
2016
A Metric to Improve the Robustness of Conformal Predictors in the Presence of Error Bars.
Proceedings of the Conformal and Probabilistic Prediction with Applications, 2016
2015
How to Handle Error Bars in Symbolic Regression for Data Mining in Scientific Applications.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015