Giuseppe Riccio

Orcid: 0000-0001-7020-1172

Affiliations:
  • INAF - Astronomical Observatory of Capodimonte, Naples, Italy


According to our database1, Giuseppe Riccio authored at least 20 papers between 2015 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
A quantum genetic algorithm with application to cosmological parameters estimation.
Astron. Comput., 2026

From astrophysics to finance: Unveiling frauds through the combination of several Machine Learning algorithms.
Astron. Comput., 2026

Quantum computing for astrophysics and cosmology: Results from the INAF activities.
Astron. Comput., 2026

Hunting the outliers: Machine learning for anomalous time series detection.
Astron. Comput., 2026

2025
The evolutionary path of star-forming clumps in Hi-GAL.
Astron. Comput., 2025


2021
A novel approach to the classification of terrestrial drainage networks based on deep learning and preliminary results on Solar System bodies.
CoRR, 2021

2019
VIALACTEA science gateway for Milky Way analysis.
Future Gener. Comput. Syst., 2019

2018
stellar formation rates in galaxies using machine learning models.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017
Data Deluge in Astrophysics: Photometric Redshifts as a Template Use Case.
Proceedings of the Data Analytics and Management in Data Intensive Domains, 2017

Astrophysical Data Analytics based on Neural Gas Models, using the Classification of Globular Clusters as Playground.
Proceedings of the Selected Papers of the XIX International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2017), 2017

Neural Gas Based Classification of Globular Clusters.
Proceedings of the Data Analytics and Management in Data Intensive Domains, 2017

2016
Machine Learning Based Data Mining for Milky Way Filamentary Structures Reconstruction.
Proceedings of the Advances in Neural Networks - Computational Intelligence for ICT, 2016

Milky Way Analysis through a Science Gateway: Workflows and Resource Monitoring.
Proceedings of the 8th International Workshop on Science Gateways, 2016

C3: A Command-line Catalogue Cross-matching tool for modern astrophysical survey data.
Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016

Integrated data access, visualization and analysis for Galactic Plane surveys: the VIALACTEA case.
Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016

2015
Machine learning based data mining for Milky Way filamentary structures reconstruction.
CoRR, 2015

Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation.
Comput. Math. Methods Medicine, 2015

SMuNe: A Smart Multisensor Network Based on Embedded Systems in IoT Environment.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

The TrUST Project: Improving the Fruition of Historical Centres through Smart Objects.
Proceedings of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015)/ The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015)/ Affiliated Workshops, 2015


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