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List of works by Stefano Cavuoti

A catalogue of photometric redshifts for the SDSS-DR9 galaxies ⬇️

scholarly article

A cooperative approach among methods for photometric redshifts estimation: an application to KiDS data ⬇️

scientific 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

Astroinformatics based search for globular clusters in the Fornax Deep Survey

scientific article

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

Automated physical classification in the SDSS DR10. A catalogue of candidate quasars ⬇️

scientific article

Building the Largest Spectroscopic Sample of Ultracompact Massive Galaxies with the Kilo Degree Survey

scientific article published on 8 April 2020

C3, A Command-line Catalog Cross-match Tool for Large Astrophysical Catalogs ⬇️

scholarly article

C3: A Command-line Catalogue Cross-matching tool for modern astrophysical survey data

Constraints on Sub-GeV Dark-Matter–Electron Scattering from the DarkSide-50 Experiment

scientific article published in Physical Review Letters

Constraints on dark matter-nucleon effective couplings in the presence of kinematically distinct halo substructures using the DEAP-3600 detector

Cooperative photometric redshift estimation

DAME: A Distributed Data Mining and Exploration Framework Within the Virtual Observatory

DAMEWARE: A Web Cyberinfrastructure for Astrophysical Data Mining ⬇️

scholarly article

DarkSide-20k: A 20 tonne two-phase LAr TPC for direct dark matter detection at LNGS

DarkSide-50 532-day dark matter search with low-radioactivity argon

scholarly article

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

article published in 2018

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

scholarly article published 27 September 2012

Data-Rich Astronomy: Mining Sky Surveys with PhotoRApToR

scholarly article by Stefano Cavuoti et al published May 2014 in Proceedings of the International Astronomical Union

Electroluminescence pulse shape and electron diffusion in liquid argon measured in a dual-phase TPC

Erratum: Constraints on dark matter-nucleon effective couplings in the presence of kinematically distinct halo substructures using the DEAP-3600 detector [Phys. Rev. D 102 , 082001 (2020)]

Euclid : Forecast constraints on consistency tests of the ΛCDM model

scientific article

Euclid : Forecasts from redshift-space distortions and the Alcock–Paczynski test with cosmic voids

scientific article published on 26 January 2022

Euclid Preparation: XIV. The Complete Calibration of the Color–Redshift Relation (C3R2) Survey: Data Release 3

scholarly article

Euclid preparation: I. The Euclid Wide Survey

scholarly article

Euclid preparation: IX. EuclidEmulator2 – power spectrum emulation with massive neutrinos and self-consistent dark energy perturbations

scholarly article

Euclid preparation: V. Predicted yield of redshift 7 < z < 9 quasars from the wide survey

scholarly article

Euclid preparation: VI. Verifying the Performance of Cosmic Shear Experiments (Corrigendum)

erratum for a scholarly article

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

scholarly article

Euclid preparation: VII. Forecast validation for Euclid cosmological probes

scholarly article

Euclid preparation: VIII. The Complete Calibration of the Colour–Redshift Relation survey: VLT/KMOS observations and data release

scholarly article

Euclid preparation: X. The Euclid photometric-redshift challenge

scholarly article

Euclid preparation: XI. Mean redshift determination from galaxy redshift probabilities for cosmic shear tomography

scientific article

Euclid preparation: XII. Optimizing the photometric sample of the Euclid survey for galaxy clustering and galaxy-galaxy lensing analyses

scholarly article

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

scholarly article

Euclid preparation: XIX. Impact of magnification on photometric galaxy clustering

scholarly article

Euclid preparation: XV. Forecasting cosmological constraints for the Euclid and CMB joint analysis

scholarly article

Euclid preparation: XVI. Exploring the ultra-low surface brightness Universe with Euclid/VIS

scholarly article

Euclid preparation: XVII. Cosmic Dawn Survey: Spitzer Space Telescope observations of the Euclid deep fields and calibration fields

scholarly article

Euclid preparation: XVIII. The NISP photometric system

scholarly article

Euclid preparation: XX. The Complete Calibration of the Color–Redshift Relation survey: LBT observations and data release

scientific article published in August 2022

Euclid preparation: XXI. Intermediate-redshift contaminants in the search for z > 6 galaxies within the Euclid Deep Survey (Corrigendum)

scientific article published in December 2022

Euclid preparation: XXX. Performance assessment of the NISP red grism through spectroscopic simulations for the wide and deep surveys

scientific article published in August 2023

Euclid preparation: XXXI. The effect of the variations in photometric passbands on photometric-redshift accuracy

scientific article published in January 2024

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

scholarly article

Euclid preparation: XXXVIII. Spectroscopy of active galactic nuclei with NISP

scientific article published in May 2024

Euclid: Constraining dark energy coupled to electromagnetism using astrophysical and laboratory data

scholarly article

Euclid: Constraining ensemble photometric redshift distributions with stacked spectroscopy

scientific article

Euclid: Estimation of the Impact of Correlated Readout Noise for Flux Measurements with the Euclid NISP Instrument

scholarly article

Euclid: Forecast constraints on the cosmic distance duality relation with complementary external probes

scholarly article

Euclid: Forecasts for k-cut 3×2 Point Statistics

scholarly article

Euclid: Impact of non-linear and baryonic feedback prescriptions on cosmological parameter estimation from weak lensing cosmic shear

scientific article

Euclid: Reconstruction of weak-lensing mass maps for non-Gaussianity studies

scientific article

Euclid: Superluminous supernovae in the Deep Survey

scientific article published in Astronomy and Astrophysics

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

scientific article published in November 2020

Euclid: The reduced shear approximation and magnification bias for Stage IV cosmic shear experiments

article by A. C. Deshpande et al published April 2020 in Astronomy and Astrophysics

Euclid: Validation of the MontePython forecasting tools

scientific article published in February 2024

Euclid: the selection of quiescent and star-forming galaxies using observed colours

scholarly article

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

scientific article

Extending the supernova Hubble diagram toz~ 1.5 with theEuclidspace mission ⬇️

scientific article published in Astronomy and Astrophysics

Extracting Knowledge from Massive Astronomical Data Sets

Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation ⬇️

scientific article published on 18 May 2015

First Direct Detection Constraints on Planck-Scale Mass Dark Matter with Multiple-Scatter Signatures Using the DEAP-3600 Detector

Galaxy Evolution Within the Kilo-Degree Survey ⬇️

Galaxy morphoto-Z with neural Networks (GaZNets)

scientific article published in October 2022

Genetic Algorithm Modeling with GPU Parallel Computing Technology

Inside Catalogs: A Comparison of Source Extraction Software

Integrated data access, visualization and analysis for Galactic Plane surveys: the VIALACTEA case

scholarly article by Sergio Molinari et al published October 2016 in Proceedings of the International Astronomical Union

Low-Mass Dark Matter Search with the DarkSide-50 Experiment

scientific article published in Physical Review Letters

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

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

Machine Learning Based Data Mining for Milky Way Filamentary Structures Reconstruction

scholarly article published 2016

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

Mapping the galaxy color-redshift relation: optimal photometric redshift calibration strategies for cosmology surveys ⬇️

scientific article published in the Astrophysical Journal

Neural Gas Based Classification of Globular Clusters

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

scientific article published on 2 June 2021

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

Photometric redshift estimation based on data mining with PhotoRApToR ⬇️

Photometric redshifts for X-ray-selected active galactic nuclei in the eROSITA era

scholarly article

Photometric redshifts for quasars in multi-band surveys ⬇️

scientific article

Photometric redshifts for the Kilo-Degree Survey

scientific article published in Astronomy and Astrophysics

Photometric redshifts with the quasi Newton algorithm (MLPQNA) Results in the PHAT1 contest

scientific article

Probability density estimation of photometric redshifts based on machine learning

scholarly article published December 2016

Pulse-shape discrimination against low-energy Ar-39 beta decays in liquid argon with 4.5 tonne-years of DEAP-3600 data

scientific article published on 16 September 2021

Return of the features. Efficient feature selection and interpretation for photometric redshifts

scientific article published in January 2018

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

scientific article

Statistical analysis of probability density functions for photometric redshifts through the KiDS-ESO-DR3 galaxies

scientific 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

The Euclid Data Processing Challenges

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

The Hi-GAL compact source catalogue – I. The physical properties of the clumps in the inner Galaxy (−71∘.0 < ℓ < 67∘.0) ⬇️

scientific article

The detection of globular clusters in galaxies as a data mining problem

scholarly article

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

scientific article published in Astronomy and Astrophysics

The first sample of spectroscopically confirmed ultra-compact massive galaxies in the Kilo Degree Survey

scientific article

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

scientific article

Towards a census of supercompact massive galaxies in the Kilo Degree Survey ⬇️

scholarly article

VIALACTEA knowledge base homogenizing access to Milky Way data ⬇️

VIALACTEA science gateway for Milky Way analysis

Vialactea Visual Analytics Tool for Star Formation Studies of the Galactic Plane

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