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List of works by Stefano Cavuoti

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Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation

scientific article published on 18 May 2015
A catalogue of photometric redshifts for the SDSS-DR9 galaxies

scholarly article
Photometric redshifts for quasars in multi-band surveys

scientific article
Shapley Supercluster Survey: construction of the photometric catalogues andi-band data release

scientific article
The first and second data releases of the Kilo-Degree Survey

scientific article published in Astronomy and Astrophysics
Photometric classification of emission line galaxies with machine-learning methods

scholarly article by Stefano Cavuoti et al published 11 November 2013 in Monthly Notices of the Royal Astronomical Society
Machine-learning-based photometric redshifts for galaxies of the ESO Kilo-Degree Survey data release 2

scholarly article by Stefano Cavuoti et al published 29 July 2015 in Monthly Notices of the Royal Astronomical Society
Photometric redshift estimation based on data mining with PhotoRApToR

Euclid preparation: VI. Verifying the performance of cosmic shear experiments

scholarly article
Photometric redshifts for the Kilo-Degree Survey

scientific article published in Astronomy and Astrophysics
Vialactea Visual Analytics Tool for Star Formation Studies of the Galactic Plane

Euclid: The importance of galaxy clustering and weak lensing cross-correlations within the photometric Euclid survey

scientific article published in November 2020
The detection of globular clusters in galaxies as a data mining problem

scholarly article
Euclid preparation: XIII. Forecasts for galaxy morphology with the Euclid Survey using deep generative models

scholarly article
Stellar Formation Rates for photometric samples of galaxies using machine learning methods

scholarly article by M Delli Veneri et al published 27 March 2019 in Monthly Notices of the Royal Astronomical Society
Euclid preparation: VI. Verifying the Performance of Cosmic Shear Experiments (Corrigendum)

erratum for a scholarly article
Euclid preparation: VII. Forecast validation for Euclid cosmological probes

scholarly article
An analysis of feature relevance in the classification of astronomical transients with machine learning methods

scholarly article by A. D'Isanto et al published 20 February 2016 in Monthly Notices of the Royal Astronomical Society
METAPHOR: a machine-learning-based method for the probability density estimation of photometric redshifts

scholarly article by S. Cavuoti et al published 14 November 2016 in Monthly Notices of the Royal Astronomical Society
Extending the supernova Hubble diagram toz~ 1.5 with theEuclidspace mission

scientific article published in Astronomy and Astrophysics
Towards a census of supercompact massive galaxies in the Kilo Degree Survey

scholarly article
Astrophysical data mining with GPU. A case study: Genetic classification of globular clusters

Extracting Knowledge from Massive Astronomical Data Sets

Data Deluge in Astrophysics: Photometric Redshifts as a Template Use Case

article published in 2018
Astroinformatics based search for globular clusters in the Fornax Deep Survey

scientific article
Euclid preparation: LXV. Determining the weak lensing mass accuracy and precision for galaxy clusters

scientific article published in March 2025
Euclid preparation: XXIII. Derivation of galaxy physical properties with deep machine learning using mock fluxes andH-band images

scientific article published on 9 January 2022
Euclid preparation: XVI. Exploring the ultra-low surface brightness Universe with Euclid/VIS

scholarly article
Euclid preparation: XXXIX. The effect of baryons on the halo mass function

scientific article published in May 2024
Euclid: Impact of non-linear and baryonic feedback prescriptions on cosmological parameter estimation from weak lensing cosmic shear

scientific article
The third data release of the Kilo-Degree Survey and associated data products

scientific article
Evolution of galaxy size–stellar mass relation from the Kilo-Degree Survey

scientific article
The Hi-GAL catalogue of dusty filamentary structures in the Galactic plane

Euclid preparation: XXXII. Evaluating the weak-lensing cluster mass biases using the Three Hundred Project hydrodynamical simulations

scholarly article
Euclid preparation: XXVI. The Euclid Morphology Challenge: Towards structural parameters for billions of galaxies

scholarly article published in March 2023
Euclid: the selection of quiescent and star-forming galaxies using observed colours

scholarly article
Euclid: Early Release Observations – Dwarf galaxies in the Perseus galaxy cluster

scientific article published on 30 April 2025
VIALACTEA science gateway for Milky Way analysis

Euclid: Searches for strong gravitational lenses using convolutional neural nets in Early Release Observations of the Perseus field

scientific article published in April 2025
Euclid: Early Release Observations – Programme overview and pipeline for compact- and diffuse-emission photometry

scientific article published on 30 April 2025
Euclid : Finding strong gravitational lenses in the early release observations using convolutional neural networks

scientific article published in October 2025
Euclid preparation: LXXIV. Euclidised observations of Hubble Frontier Fields and CLASH galaxy clusters

scientific article published in October 2025
Euclid preparation: LX. The use of HST images as input for weak-lensing image simulations

scientific article published in February 2025
Euclid preparation: LXVIII. Extracting physical parameters from galaxies with machine learning

scientific article published in March 2025
METAPHOR: Probability density estimation for machine learning based photometric redshifts

scholarly article by V. Amaro et al published October 2016 in Proceedings of the International Astronomical Union
Euclid: Constraining ensemble photometric redshift distributions with stacked spectroscopy

scientific article
Euclid: The Early Release Observations Lens Search Experiment

scientific article published on 30 April 2025
Euclid preparation: XIX. Impact of magnification on photometric galaxy clustering

scholarly article
VIALACTEA knowledge base homogenizing access to Milky Way data

Data mining and knowledge discovery resources for astronomy in the web 2.0 age

scholarly article published 27 September 2012

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