Publications (47)
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
Astroinformatics of galaxies and quasars: a new general method for photometric redshifts estimation
Omar Laurino, Raffaele D'Abrusco, Giuseppe Longo +1
Searching for Dark Matter in Messier 33
Enrico Borriello, Giuseppe Longo, Gennaro Miele +4
Feature Selection based on Machine Learning in MRIs for Hippocampal Segmentation
Sabina Tangaro, Nicola Amoroso, Massimo Brescia +9
The Biological Consequences of the Computational World: Mathematical Reflections on Cancer Biology
Giuseppe Longo
False outliers of the Ep,i - Eiso correlation?
Renato Martone, Luca Izzo, Massimo Della Valle +3
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
A 2-dimensional Geometry for Biological Time
Francis Bailly, Giuseppe Longo, Maël Montévil
PhotoRaptor - Photometric Research Application To Redshifts
Stefano Cavuoti, Massimo Brescia, Virgilio De Stefano +1
Neural Networks and Photometric Redshifts
Roberto Tagliaferri, Giuseppe Longo, Stefano Andreon +3
Characterising galaxy groups: spectroscopic observations of the Shakhbazyan sample
Diego Capozzi, Marilena Spavone, Silvio Barbati +3
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
Radio emission from dark matter annihilation in the Large Magellanic Cloud
Beatriz B. Siffert, Angelo Limone, Enrico Borriello +2
Machine Learning based photometric redshifts for the KiDS ESO DR2 galaxies
Stefano Cavuoti, Massimo Brescia, Crescenzo Tortora +9
Constraints on sterile neutrino dark matter from XMM--Newton observation of M33
Enrico Borriello, Maurizio Paolillo, Gennaro Miele +2
VOGCLUSTERS: an example of DAME web application
Marco Castellani, Massimo Brescia, Ettore Mancini +2
DAMEWARE: A web cyberinfrastructure for astrophysical data mining
Massimo Brescia, Stefano Cavuoti, Giuseppe Longo +14
On the Number of Cosmic Strings
Rosa Consiglio, Olga Sazhina, Giuseppe Longo +2
Data Deluge in Astrophysics: Photometric Redshifts as a Template Use Case
Massimo Brescia, Stefano Cavuoti, Valeria Amaro +4
Data challenges of time domain astronomy
Matthew J. Graham, S. G. Djorgovski, Ashish Mahabal +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
No entailing laws, but enablement in the evolution of the biosphere
Giuseppe Longo, Maël Montévil, Stuart Kauffman
The MICA Experiment: Astrophysics in Virtual Worlds
S. G. Djorgovski, Piet Hut, Rob Knop +9
Randomness and Multi-level Interactions in Biology
Marcello Buiatti, Giuseppe Longo
Mapping the Galaxy Color-Redshift Relation: Optimal Photometric Redshift Calibration Strategies for Cosmology Surveys
Daniel Masters, Peter Capak, Daniel Stern +17
Immersive and Collaborative Data Visualization Using Virtual Reality Platforms
Ciro Donalek, S. G. Djorgovski, Scott Davidoff +10
Data-Rich Astronomy: Mining Sky Surveys with PhotoRApToR
Stefano Cavuoti, Massimo Brescia, Giuseppe Longo
The Evolution and Development of the Universe
Clement Vidal, Charles Auffray, Alex H. Blin +19
Biological Organization and Negative Entropy: Based on Schroedinger's reflections
Francis Bailly, Giuseppe Longo
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
Astroinformatics, data mining and the future of astronomical research
Massimo Brescia, Giuseppe Longo
Protention and retention in biological systems
Giuseppe Longo, Maël Montévil
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
From Physics to Biology by Extending Criticality and Symmetry Breakings
Giuseppe Longo, Maël Montévil
The first and second data releases of the Kilo-Degree Survey
Jelte T. A. de Jong, Gijs A. Verdoes Kleijn, Danny R. Boxhoorn +46
Feature Selection Strategies for Classifying High Dimensional Astronomical Data Sets
Ciro Donalek, Arun Kumar A., S. G. Djorgovski +7
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