Stefano Cavuoti

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 18

Top Topics

Diffusion Models

Top Venues

Astroinformatics

DAMDID/RCDL (Selected Papers)

Publications

Lars Doorenbos, Eva Sextl, Kevin Heng, Stefano Cavuoti, Massimo Brescia, Olena Torbaniuk, Giuseppe Longo, Raphael Sznitman, Pablo Márquez-Neila
Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models. CoRR (2024)
M. Pöntinen, Mikael Granvik, Achille A. Nucita, L. Conversi, Bruno Altieri, B. Carry, C. M. O'Riordan, D. Scott, N. Aghanim, A. Amara, L. Amendola, N. Auricchio, M. Baldi, D. Bonino, E. Branchini, Massimo Brescia, S. Camera, V. Capobianco, C. Carbone, J. Carretero, M. Castellano, Stefano Cavuoti, A. Cimatti, R. Cledassou, G. Congedo, Y. Copin, L. Corcione, F. Courbin, M. Cropper, A. Da Silva, Hubert Degaudenzi, J. Dinis, Florian Dubath, X. Dupac, S. Dusini, S. Farrens, S. Ferriol, Marco Frailis, Enrico Franceschi, M. Fumana, S. Galeotta, et al.
Euclid: Identification of asteroid streaks in simulated images using deep learning. CoRR (2023)
Michele Delli Veneri, Stefano Cavuoti, Roberto Abbruzzese, Massimo Brescia, Giancarlo Sperlì, Vincenzo Moscato, Giuseppe Longo
HyCASTLE: A Hybrid ClAssification System based on Typicality, Labels and Entropy. Knowl. Based Syst. 244 (2022)
Lars Doorenbos, Olena Torbaniuk, Stefano Cavuoti, Maurizio Paolillo, Giuseppe Longo, Massimo Brescia, Raphael Sznitman, Pablo Márquez-Neila
ULISSE: A Tool for One-shot Sky Exploration and its Application to Active Galactic Nuclei Detection. CoRR (2022)
Eva Sciacca, Fabio Vitello, Ugo Becciani, Alessandro Costa, Ákos Hajnal, Péter Kacsuk, Zoltán Farkas, Istvan Marton, Sergio Molinari, Anna Maria Di Giorgio, Eugenio Schisano, Scige John Liu, Davide Elia, Stefano Cavuoti, Giuseppe Riccio, Massimo Brescia
VIALACTEA science gateway for Milky Way analysis. Future Gener. Comput. Syst. 94 (2019)
Michele Delli Veneri, Stefano Cavuoti, Massimo Brescia, Giuseppe Riccio, Giuseppe Longo
stellar formation rates in galaxies using machine learning models. ESANN (2018)
Giuseppe Angora, Massimo Brescia, Stefano Cavuoti, Giuseppe Riccio, Maurizio Paolillo, Thomas H. Puzia
Neural Gas Based Classification of Globular Clusters. DAMDID/RCDL (Selected Papers) (2017)
Massimo Brescia, Stefano Cavuoti, Valeria Amaro, Giuseppe Riccio, Giuseppe Angora, Civita Vellucci, Giuseppe Longo
Data Deluge in Astrophysics: Photometric Redshifts as a Template Use Case. DAMDID/RCDL (Selected Papers) (2017)
Giuseppe Longo, Massimo Brescia, Stefano Cavuoti
The Astronomical Data Deluge: the Template Case of Photometric Redshifts. DAMDID/RCDL (2017)
Giuseppe Angora, Massimo Brescia, Giuseppe Riccio, Stefano Cavuoti, Maurizio Paolillo, Thomas H. Puzia
Astrophysical Data Analytics based on Neural Gas Models, using the Classification of Globular Clusters as Playground. DAMDID/RCDL (2017)
Eva Sciacca, Fabio Vitello, Ugo Becciani, Alessandro Costa, Ákos Hajnal, Péter Kacsuk, Sergio Molinari, Anna Maria Di Giorgio, Eugenio Schisano, Scige John Liu, Davide Elia, Stefano Cavuoti, Giuseppe Riccio, Massimo Brescia
Milky way analysis through a Science Gateway: workflows and resource monitoring. PeerJ Prepr. 5 (2017)
Giuseppe Riccio, Massimo Brescia, Stefano Cavuoti, Amata Mercurio, Anna Maria Di Giorgio, Sergio Molinari
C3: A Command-line Catalogue Cross-matching tool for modern astrophysical survey data. Astroinformatics (2016)
Eva Sciacca, Fabio Vitello, Ugo Becciani, Alessandro Costa, Ákos Hajnal, Péter Kacsuk, Sergio Molinari, Anna Maria Di Giorgio, Eugenio Schisano, Scige John Liu, Davide Elia, Stefano Cavuoti, Giuseppe Riccio, Massimo Brescia
Milky Way Analysis through a Science Gateway: Workflows and Resource Monitoring. IWSG (2016)
Pierre Dubath, Nikolaos Apostolakos, Andrea Bonchi, Andrey N. Belikov, Massimo Brescia, Stefano Cavuoti, Peter Capak, Jean Coupon, Christophe Dabin, Hubert Degaudenzi, Shantanu Desai, Florian Dubath, Adriano Fontana, Sotiria Fotopoulou, Marco Frailis, Audrey Galametz, John Hoar, Mark Holliman, Ben Hoyle, Patrick Hudelot, Olivier Ilbert, Martin Kuemmel, Martin Melchior, Yannick Mellier, Joe Mohr, Nicolas Morisset, Stéphane Paltani, Roser Pello, Stefano Pilo, Gianluca Polenta, Maurice Poncet, Roberto Saglia, Mara Salvato, Marc Sauvage, Marc Schefer, Santiago Serrano, Marco Soldati, Andrea Tramacere, O. Rees Williams, Andrea Zacchei
The Euclid Data Processing Challenges. Astroinformatics (2016)
Sergio Molinari, Robert Butora, Stefano Cavuoti, Marco Molinaro, Giuseppe Riccio, Eva Sciacca, Fabio Vitello, Ugo Becciani, Massimo Brescia, Alessandro Costa, Riccardo Smareglia
Integrated data access, visualization and analysis for Galactic Plane surveys: the VIALACTEA case. Astroinformatics (2016)
Stefano Cavuoti, Massimo Brescia, Civita Vellucci, Giuseppe Longo, Valeria Amaro, Crescenzo Tortora
Probability density estimation of photometric redshifts based on machine learning. SSCI (2016)
Stefano Cavuoti, Crescenzo Tortora, Massimo Brescia, Giuseppe Longo, Mario Radovich, Nicola R. Napolitano, Valeria Amaro, Civita Vellucci
Cooperative photometric redshift estimation. Astroinformatics (2016)
Valeria Amaro, Stefano Cavuoti, Massimo Brescia, Civita Vellucci, Crescenzo Tortora, Giuseppe Longo
METAPHOR: Probability density estimation for machine learning based photometric redshifts. Astroinformatics (2016)
Sabina Sonia Tangaro, Nicola Amoroso, Massimo Brescia, Stefano Cavuoti, Andrea Chincarini, Rosangela Errico, Paolo Inglese, Giuseppe Longo, Rosalia Maglietta, Andrea Tateo, Giuseppe Riccio, Roberto Bellotti
Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation. Comput. Math. Methods Medicine 2015 (2015)
Giuseppe Riccio, Stefano Cavuoti, Eugenio Schisano, Massimo Brescia, Amata Mercurio, Davide Elia, Milena Benedettini, Stefano Pezzuto, Sergio Molinari, Anna Maria Di Giorgio
Machine learning based data mining for Milky Way filamentary structures reconstruction. CoRR (2015)
Sabina Sonia Tangaro, Nicola Amoroso, Massimo Brescia, Stefano Cavuoti, Andrea Chincarini, Rosangela Errico, Paolo Inglese, Giuseppe Longo, Rosalia Maglietta, Andrea Tateo, Giuseppe Riccio, Roberto Bellotti
Feature Selection based on Machine Learning in MRIs for Hippocampal Segmentation. CoRR (2015)
Stefano Cavuoti, Mauro Garofalo, Massimo Brescia, Antonio Pescapè, Giuseppe Longo, Giorgio Ventre
Genetic Algorithm Modeling with GPU Parallel Computing Technology CoRR (2012)
Stefano Cavuoti, Mauro Garofalo, Massimo Brescia, Antonio Pescapè, Giuseppe Longo, Giorgio Ventre
Genetic Algorithm Modeling with GPU Parallel Computing Technology. WIRN (2012)
Massimo Brescia, Stefano Cavuoti, Raffaele D'Abrusco, Omar Laurino, Giuseppe Longo
DAME: A Distributed Data Mining & Exploration Framework within the Virtual Observatory CoRR (2011)
Massimo Brescia, Anna Corazza, Stefano Cavuoti, Giovanni D'Angelo, Raffaele D'Abrusco, Ciro Donalek, S. George Djorgovski, Natalia Deniskina, Michelangelo Fiore, Mauro Garofalo, Omar Laurino, Giuseppe Longo, Ashish Mahabal, Francesco Manna, Alfonso Nocella, B. Skordovski
The DAME/VO-Neural Infrastructure: an Integrated Data Mining System Support for the Science Community CoRR (2011)
Massimo Brescia, Giuseppe Longo, S. George Djorgovski, Stefano Cavuoti, Raffaele D'Abrusco, Ciro Donalek, Alessandro Di Guido, Michelangelo Fiore, Mauro Garofalo, Omar Laurino, Ashish Mahabal, Francesco Manna, Alfonso Nocella, Giovanni D'Angelo, Maurizio Paolillo
DAME: A Web Oriented Infrastructure for Scientific Data Mining & Exploration CoRR (2010)
Massimo Brescia, Stefano Cavuoti, Giovanni D'Angelo, Raffaele D'Abrusco, Ciro Donalek, Natalia Deniskina, Omar Laurino, Giuseppe Longo
Astrophysics in S.Co.P.E CoRR (2008)
Massimo Brescia, Stefano Cavuoti, Giovanni D'Angelo, Raffaele D'Abrusco, Natalia Deniskina, Mauro Garofalo, Omar Laurino, Giuseppe Longo, Alfonso Nocella, B. Skordovski
The VO-Neural project: recent developments and some applications CoRR (2008)
Natalia Deniskina, Massimo Brescia, Stefano Cavuoti, Giovanni D'Angelo, Omar Laurino, Giuseppe Longo
GRID-Launcher v.1.0 CoRR (2008)