19 citations · 69 across the 9 of their papers we have counts for
7 papers · 1 filter
Astrophysics and Big Data: Challenges, Methods, and Tools
Mauro Garofalo, Alessio Botta, Giorgio Ventre
Nowadays there is no field research which is not flooded with data. Among the sciences, Astrophysics has always been driven by the analysis of massive amounts of data. The developm…
DAMEWARE - Data Mining & Exploration Web Application Resource
Massimo Brescia, Stefano Cavuoti, Francesco Esposito +7
Astronomy is undergoing through a methodological revolution triggered by an unprecedented wealth of complex and accurate data. DAMEWARE (DAta Mining & Exploration Web Application a…
DAMEWARE: A web cyberinfrastructure for astrophysical data mining
Massimo Brescia, Stefano Cavuoti, Giuseppe Longo +14
Astronomy is undergoing through a methodological revolution triggered by an unprecedented wealth of complex and accurate data. The new panchromatic, synoptic sky surveys require ad…
Astrophysical data mining with GPU. A case study: genetic classification of globular clusters
Stefano Cavuoti, Mauro Garofalo, Massimo Brescia +4
We present a multi-purpose genetic algorithm, designed and implemented with GPGPU / CUDA parallel computing technology. The model was derived from our CPU serial implementation, na…
Genetic Algorithm Modeling with GPU Parallel Computing Technology
Stefano Cavuoti, Mauro Garofalo, Massimo Brescia +3
We present a multi-purpose genetic algorithm, designed and implemented with GPGPU / CUDA parallel computing technology. The model was derived from a multi-core CPU serial implement…
The DAME/VO-Neural Infrastructure: an Integrated Data Mining System Support for the Science Community
M. Brescia, A. Corazza, S. Cavuoti +12
Astronomical data are gathered through a very large number of heterogeneous techniques and stored in very diversified and often incompatible data repositories. Moreover in the e-sc…
DAME: A Web Oriented Infrastructure for Scientific Data Mining & Exploration
Massimo Brescia, Giuseppe Longo, George S. Djorgovski +12
Nowadays, many scientific areas share the same need of being able to deal with massive and distributed datasets and to perform on them complex knowledge extraction tasks. This simp…