Publications (39)
The first and second data releases of the Kilo-Degree Survey
Jelte T. A. de Jong, Gijs A. Verdoes Kleijn, Danny R. Boxhoorn +46
C3, A Command-line Catalogue Cross-match tool for large astrophysical catalogues
Giuseppe Riccio, Massimo Brescia, Stefano Cavuoti +3
DAME: A Web Oriented Infrastructure for Scientific Data Mining & Exploration
Massimo Brescia, Giuseppe Longo, George S. Djorgovski +12
DAMEWARE - Data Mining & Exploration Web Application Resource
Massimo Brescia, Stefano Cavuoti, Francesco Esposito +7
A decline and fall in the future of Italian Astronomy?
Angelo Antonelli, Vincenzo Antonuccio-Delogu, Andrea Baruffolo +89
Weak Lensing Study in VOICE Survey I: Shear Measurement
Liping Fu, Dezi Liu, Mario Radovich +15
Automated physical classification in the SDSS DR10. A catalogue of candidate Quasars
Massimo Brescia, Stefano Cavuoti, Giuseppe Longo
An analysis of feature relevance in the classification of astronomical transients with machine learning methods
Antonio D'Isanto, Stefano Cavuoti, Massimo Brescia +4
Feature Selection based on Machine Learning in MRIs for Hippocampal Segmentation
Sabina Tangaro, Nicola Amoroso, Massimo Brescia +9
Astrophysical data mining with GPU. A case study: genetic classification of globular clusters
Stefano Cavuoti, Mauro Garofalo, Massimo Brescia +4
Genetic Algorithm Modeling with GPU Parallel Computing Technology
Stefano Cavuoti, Mauro Garofalo, Massimo Brescia +3
PhotoRaptor - Photometric Research Application To Redshifts
Stefano Cavuoti, Massimo Brescia, Virgilio De Stefano +1
Photometric classification of emission line galaxies with Machine Learning methods
Stefano Cavuoti, Massimo Brescia, Raffaele D'Abrusco +2
Extracting Knowledge From Massive Astronomical Data Sets
Massimo Brescia, Stefano Cavuoti, S. G. Djorgovski +3
Machine Learning based photometric redshifts for the KiDS ESO DR2 galaxies
Stefano Cavuoti, Massimo Brescia, Crescenzo Tortora +9
VOGCLUSTERS: an example of DAME web application
Marco Castellani, Massimo Brescia, Ettore Mancini +2
A Command-line Cross-matching tool for modern astrophysical pipelines
Giuseppe Riccio, Massimo Brescia, Stefano Cavuoti +3
Advanced Environment for Knowledge Discovery in the VIALACTEA Project
Ugo Becciani, Marilena Bandieramonte, Massimo Brescia +16
DAMEWARE: A web cyberinfrastructure for astrophysical data mining
Massimo Brescia, Stefano Cavuoti, Giuseppe Longo +14
Neural Gas based classification of Globular Clusters
Giuseppe Angora, Massimo Brescia, Stefano Cavuoti +3
Data Deluge in Astrophysics: Photometric Redshifts as a Template Use Case
Massimo Brescia, Stefano Cavuoti, Valeria Amaro +4
Stellar formation rates in galaxies using Machine Learning models
Michele Delli Veneri, Stefano Cavuoti, Massimo Brescia +2
Astrophysical Data Analytics based on Neural Gas Models, using the Classification of Globular Clusters as Playground
Giuseppe Angora, Massimo Brescia, Giuseppe Riccio +3
Probability density estimation of photometric redshifts based on machine learning
Stefano Cavuoti, Massimo Brescia, Valeria Amaro +3
Cooperative photometric redshift estimation
Stefano Cavuoti, Crescenzo Tortora, Massimo Brescia +5
The design strategy of scientific data quality control software for Euclid mission
Massimo Brescia, Stefano Cavuoti, Terje Fredvik +7
Photometric redshift estimation based on data mining with PhotoRApToR
Stefano Cavuoti, Massimo Brescia, Virgilio De Stefano +1
Mapping the Galaxy Color-Redshift Relation: Optimal Photometric Redshift Calibration Strategies for Cosmology Surveys
Daniel Masters, Peter Capak, Daniel Stern +17
Data-Rich Astronomy: Mining Sky Surveys with PhotoRApToR
Stefano Cavuoti, Massimo Brescia, Giuseppe Longo
$C^{3}$ : A Command-line Catalogue Cross-matching tool for modern astrophysical survey data
Giuseppe Riccio, Massimo Brescia, Stefano Cavuoti +3
A cooperative approach among methods for photometric redshifts estimation: an application to KiDS data
Stefano Cavuoti, Crescenzo Tortora, Massimo Brescia +8
Photometric redshifts with Quasi Newton Algorithm (MLPQNA). Results in the PHAT1 contest
Stefano Cavuoti, Massimo Brescia, Giuseppe Longo +1
METAPHOR: Probability density estimation for machine learning based photometric redshifts
Valeria Amaro, Stefano Cavuoti, Massimo Brescia +3
The Euclid Data Processing Challenges
Pierre Dubath, Nikolaos Apostolakos, Andrea Bonchi +37
Astroinformatics, data mining and the future of astronomical research
Massimo Brescia, Giuseppe Longo
VIALACTEA knowledge base homogenizing access to Milky Way data
Marco Molinaro, Robert Butora, Marilena Bandieramonte +16
Machine learning based data mining for Milky Way filamentary structures reconstruction
Giuseppe Riccio, Stefano Cavuoti, Eugenio Schisano +7
Statistical analysis of probability density functions for photometric redshifts through the KiDS-ESO-DR3 galaxies
Valeria Amaro, Stefano Cavuoti, Massimo Brescia +8
METAPHOR: A machine learning based method for the probability density estimation of photometric redshifts
Stefano Cavuoti, Valeria Amaro, Massimo Brescia +3