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Giuseppe Riccio

Astronomical Observatory of Capodimonte

44

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A novel approach to the classification of terrestrial drainage networks based on deep learning and preliminary results on solar system bodies.

2021 Scientific Reports
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Statistical Characterization and Classification of Astronomical Transients with Machine Learning in the era of the Vera C. Rubin Observatory

2021
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Photometric Redshifts With Machine Learning, Lights and Shadows on a Complex Data Science Use Case

2021 Frontiers in Astronomy and Space Sciences
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Anomaly Detection in Astrophysics: A Comparison Between Unsupervised Deep and Machine Learning on KiDS Data

2021
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Improving the reliability of photometric redshift with machine learning

2021 Monthly Notices of the Royal Astronomical Society
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The Hi-GAL catalogue of dusty filamentary structures in the Galactic plane

2020 Monthly Notices of the Royal Astronomical Society
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The Hi-GAL catalogue of dusty filamentary structures in the Galactic Plane

2019 arXiv: Astrophysics of Galaxies
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Star formation rates for photometric samples of galaxies using machine learning methods

2019 Monthly Notices of the Royal Astronomical Society
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Astroinformatics based search for globular clusters in the Fornax Deep Survey.

2019 arXiv: Instrumentation and Methods for Astrophysics
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A Comparison of Photometric Redshift Techniques for Large Radio Surveys.

2019 arXiv: Instrumentation and Methods for Astrophysics
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